deepseek-ocr-mbq-w4bit / quantization_metadata.json
SamMikaelson's picture
Upload MBQ quantized model (W4A8) - 65.05% size reduction
04e51cf
Raw
History Blame Contribute Delete
279 kB
{
"bit_allocation": {
"lm_head": 8,
"model.layers.0.mlp.gate_proj": 8,
"model.layers.0.mlp.up_proj": 8,
"model.layers.0.mlp.down_proj": 8,
"model.layers.11.self_attn.k_proj": 8,
"model.layers.2.self_attn.q_proj": 8,
"model.layers.11.self_attn.q_proj": 8,
"model.layers.2.self_attn.k_proj": 8,
"model.sam_model.blocks.0.mlp.lin1": 8,
"model.layers.1.self_attn.q_proj": 8,
"model.sam_model.blocks.11.attn.qkv": 8,
"model.layers.4.self_attn.q_proj": 8,
"model.layers.0.self_attn.q_proj": 8,
"model.layers.6.self_attn.q_proj": 8,
"model.layers.1.self_attn.k_proj": 8,
"model.layers.7.self_attn.q_proj": 8,
"model.layers.3.self_attn.q_proj": 8,
"model.layers.9.self_attn.q_proj": 8,
"model.layers.5.self_attn.q_proj": 8,
"model.layers.5.self_attn.k_proj": 8,
"model.layers.8.self_attn.q_proj": 8,
"model.layers.4.self_attn.k_proj": 8,
"model.layers.3.self_attn.k_proj": 8,
"model.layers.9.self_attn.k_proj": 8,
"model.sam_model.blocks.0.attn.qkv": 8,
"model.layers.6.self_attn.k_proj": 8,
"model.layers.0.self_attn.k_proj": 8,
"model.layers.7.self_attn.k_proj": 8,
"model.layers.10.self_attn.q_proj": 8,
"model.layers.8.self_attn.k_proj": 8,
"model.sam_model.blocks.1.mlp.lin1": 8,
"model.sam_model.blocks.2.mlp.lin1": 8,
"model.layers.10.self_attn.k_proj": 8,
"model.sam_model.blocks.3.mlp.lin1": 8,
"model.sam_model.blocks.1.attn.qkv": 8,
"model.sam_model.blocks.4.mlp.lin1": 8,
"model.sam_model.blocks.5.mlp.lin1": 8,
"model.sam_model.blocks.0.mlp.lin2": 8,
"model.sam_model.blocks.11.mlp.lin1": 8,
"model.sam_model.blocks.8.mlp.lin2": 8,
"model.sam_model.blocks.6.mlp.lin1": 8,
"model.sam_model.blocks.7.mlp.lin1": 8,
"model.sam_model.blocks.8.mlp.lin1": 8,
"model.sam_model.blocks.10.attn.qkv": 8,
"model.sam_model.blocks.2.attn.qkv": 8,
"model.sam_model.blocks.9.mlp.lin1": 8,
"model.vision_model.transformer.layers.23.mlp.fc1": 8,
"model.sam_model.blocks.1.mlp.lin2": 8,
"model.sam_model.blocks.2.mlp.lin2": 8,
"model.sam_model.blocks.5.attn.qkv": 8,
"model.sam_model.blocks.9.mlp.lin2": 8,
"model.sam_model.blocks.3.attn.qkv": 8,
"model.sam_model.blocks.5.mlp.lin2": 8,
"model.sam_model.blocks.7.mlp.lin2": 8,
"model.sam_model.blocks.10.mlp.lin1": 8,
"model.sam_model.blocks.4.mlp.lin2": 8,
"model.sam_model.blocks.3.mlp.lin2": 8,
"model.sam_model.blocks.6.mlp.lin2": 8,
"model.sam_model.blocks.6.attn.qkv": 8,
"model.sam_model.blocks.4.attn.qkv": 8,
"model.sam_model.blocks.8.attn.qkv": 8,
"model.sam_model.blocks.9.attn.qkv": 8,
"model.sam_model.blocks.11.mlp.lin2": 8,
"model.vision_model.transformer.layers.12.mlp.fc1": 8,
"model.vision_model.transformer.layers.13.mlp.fc1": 8,
"model.vision_model.transformer.layers.14.mlp.fc1": 8,
"model.vision_model.transformer.layers.15.mlp.fc1": 8,
"model.vision_model.transformer.layers.22.mlp.fc1": 8,
"model.vision_model.transformer.layers.16.mlp.fc1": 8,
"model.sam_model.blocks.7.attn.qkv": 8,
"model.vision_model.transformer.layers.11.mlp.fc1": 8,
"model.sam_model.blocks.10.mlp.lin2": 8,
"model.vision_model.transformer.layers.17.mlp.fc1": 8,
"model.vision_model.transformer.layers.1.mlp.fc1": 8,
"model.vision_model.transformer.layers.10.mlp.fc1": 8,
"model.vision_model.transformer.layers.21.mlp.fc1": 8,
"model.vision_model.transformer.layers.18.mlp.fc1": 8,
"model.vision_model.transformer.layers.19.mlp.fc1": 8,
"model.vision_model.transformer.layers.5.mlp.fc1": 8,
"model.vision_model.transformer.layers.9.mlp.fc1": 8,
"model.vision_model.transformer.layers.20.mlp.fc1": 8,
"model.vision_model.transformer.layers.8.mlp.fc1": 8,
"model.vision_model.transformer.layers.20.mlp.fc2": 8,
"model.vision_model.transformer.layers.21.mlp.fc2": 8,
"model.vision_model.transformer.layers.7.mlp.fc1": 8,
"model.vision_model.transformer.layers.6.mlp.fc1": 8,
"model.vision_model.transformer.layers.2.mlp.fc1": 8,
"model.vision_model.transformer.layers.3.mlp.fc1": 8,
"model.vision_model.transformer.layers.4.mlp.fc1": 8,
"model.vision_model.transformer.layers.14.self_attn.qkv_proj": 8,
"model.layers.11.mlp.experts.17.gate_proj": 8,
"model.vision_model.transformer.layers.19.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.19.mlp.fc2": 8,
"model.vision_model.transformer.layers.22.mlp.fc2": 8,
"model.layers.11.mlp.experts.20.up_proj": 8,
"model.layers.2.mlp.experts.13.gate_proj": 8,
"model.layers.6.mlp.experts.13.gate_proj": 8,
"model.layers.7.mlp.experts.17.gate_proj": 8,
"model.layers.11.mlp.experts.46.gate_proj": 8,
"model.vision_model.transformer.layers.13.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.18.mlp.fc2": 8,
"model.vision_model.transformer.layers.20.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.21.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.22.self_attn.qkv_proj": 8,
"model.layers.11.mlp.experts.20.gate_proj": 8,
"model.layers.11.mlp.experts.46.up_proj": 8,
"model.vision_model.transformer.layers.11.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.17.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.15.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.16.self_attn.qkv_proj": 8,
"model.layers.2.mlp.experts.28.gate_proj": 8,
"model.layers.3.mlp.experts.1.gate_proj": 8,
"model.layers.11.mlp.shared_experts.gate_proj": 8,
"model.vision_model.transformer.layers.12.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.17.mlp.fc2": 8,
"model.vision_model.transformer.layers.18.self_attn.qkv_proj": 8,
"model.layers.6.mlp.experts.47.gate_proj": 8,
"model.layers.5.mlp.experts.19.gate_proj": 8,
"model.layers.5.mlp.experts.60.gate_proj": 8,
"model.vision_model.transformer.layers.9.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.10.self_attn.qkv_proj": 8,
"model.layers.5.mlp.experts.39.gate_proj": 8,
"model.vision_model.transformer.layers.6.self_attn.qkv_proj": 8,
"model.layers.2.mlp.experts.12.gate_proj": 8,
"model.layers.4.mlp.experts.36.gate_proj": 8,
"model.layers.5.mlp.experts.15.gate_proj": 8,
"model.layers.8.mlp.experts.32.gate_proj": 8,
"model.vision_model.transformer.layers.23.self_attn.qkv_proj": 8,
"model.layers.4.mlp.experts.40.gate_proj": 8,
"model.layers.7.mlp.experts.55.gate_proj": 8,
"model.layers.11.mlp.experts.32.gate_proj": 8,
"model.layers.2.mlp.experts.58.gate_proj": 8,
"model.layers.5.mlp.experts.49.gate_proj": 8,
"model.layers.4.mlp.experts.54.gate_proj": 8,
"model.layers.5.mlp.experts.31.gate_proj": 8,
"model.layers.5.mlp.experts.33.gate_proj": 8,
"model.layers.11.mlp.experts.17.up_proj": 8,
"model.vision_model.transformer.layers.3.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.8.self_attn.qkv_proj": 8,
"model.vision_model.transformer.layers.16.mlp.fc2": 8,
"model.layers.5.mlp.experts.12.gate_proj": 8,
"model.layers.11.mlp.experts.40.gate_proj": 8,
"model.layers.11.mlp.experts.54.gate_proj": 8,
"model.vision_model.transformer.layers.7.self_attn.qkv_proj": 8,
"model.layers.3.mlp.experts.24.gate_proj": 8,
"model.layers.3.mlp.experts.37.gate_proj": 8,
"model.layers.7.mlp.experts.44.gate_proj": 8,
"model.layers.11.mlp.experts.11.gate_proj": 8,
"model.layers.3.mlp.experts.26.gate_proj": 8,
"model.layers.5.mlp.experts.3.gate_proj": 8,
"model.layers.7.mlp.experts.39.gate_proj": 8,
"model.vision_model.transformer.layers.4.self_attn.qkv_proj": 8,
"model.layers.1.mlp.experts.0.gate_proj": 8,
"model.layers.2.mlp.experts.63.gate_proj": 8,
"model.layers.3.mlp.experts.12.gate_proj": 8,
"model.layers.4.mlp.experts.4.gate_proj": 8,
"model.layers.4.mlp.experts.17.gate_proj": 8,
"model.layers.4.mlp.experts.49.gate_proj": 8,
"model.layers.6.mlp.experts.30.gate_proj": 8,
"model.layers.7.mlp.experts.19.gate_proj": 8,
"model.layers.3.mlp.experts.62.gate_proj": 8,
"model.layers.4.mlp.experts.11.gate_proj": 8,
"model.layers.5.mlp.experts.63.gate_proj": 8,
"model.layers.6.mlp.experts.21.gate_proj": 8,
"model.layers.11.mlp.experts.8.gate_proj": 8,
"model.layers.11.mlp.experts.43.gate_proj": 8,
"model.layers.2.mlp.experts.0.gate_proj": 8,
"model.layers.2.mlp.experts.36.gate_proj": 8,
"model.layers.3.mlp.experts.21.gate_proj": 8,
"model.layers.4.mlp.experts.25.gate_proj": 8,
"model.layers.4.mlp.experts.58.gate_proj": 8,
"model.layers.4.mlp.experts.60.gate_proj": 8,
"model.layers.6.mlp.experts.53.gate_proj": 8,
"model.layers.6.mlp.experts.55.gate_proj": 8,
"model.layers.7.mlp.experts.51.gate_proj": 8,
"model.layers.11.mlp.experts.2.gate_proj": 8,
"model.layers.11.mlp.experts.3.gate_proj": 8,
"model.layers.11.mlp.experts.32.down_proj": 8,
"model.layers.11.mlp.experts.38.gate_proj": 8,
"model.layers.11.mlp.experts.39.gate_proj": 8,
"model.vision_model.transformer.layers.5.self_attn.qkv_proj": 8,
"model.layers.1.mlp.experts.14.gate_proj": 8,
"model.layers.5.mlp.experts.2.gate_proj": 8,
"model.layers.11.mlp.experts.15.gate_proj": 8,
"model.layers.11.mlp.experts.25.gate_proj": 8,
"model.layers.2.mlp.experts.19.gate_proj": 8,
"model.layers.3.mlp.experts.33.gate_proj": 8,
"model.layers.4.mlp.experts.26.gate_proj": 8,
"model.layers.11.mlp.experts.5.gate_proj": 8,
"model.layers.2.mlp.experts.20.gate_proj": 8,
"model.layers.3.mlp.experts.48.gate_proj": 8,
"model.layers.4.mlp.experts.56.gate_proj": 8,
"model.layers.11.mlp.experts.18.gate_proj": 8,
"model.layers.11.mlp.experts.24.gate_proj": 8,
"model.layers.11.mlp.experts.57.gate_proj": 8,
"model.layers.1.mlp.experts.23.gate_proj": 8,
"model.layers.2.mlp.experts.52.gate_proj": 8,
"model.layers.4.mlp.experts.19.gate_proj": 8,
"model.layers.4.mlp.experts.20.gate_proj": 8,
"model.layers.4.mlp.experts.43.gate_proj": 8,
"model.layers.4.mlp.experts.63.gate_proj": 8,
"model.layers.5.mlp.experts.56.gate_proj": 8,
"model.layers.8.mlp.experts.4.gate_proj": 8,
"model.layers.8.mlp.experts.6.gate_proj": 8,
"model.layers.8.mlp.experts.55.gate_proj": 8,
"model.layers.10.mlp.experts.6.gate_proj": 8,
"model.layers.11.mlp.experts.4.gate_proj": 8,
"model.layers.11.mlp.experts.26.gate_proj": 8,
"model.layers.11.mlp.experts.38.up_proj": 8,
"model.layers.11.mlp.experts.50.gate_proj": 8,
"model.vision_model.transformer.layers.0.mlp.fc1": 8,
"model.layers.1.mlp.experts.9.gate_proj": 8,
"model.layers.3.mlp.experts.4.gate_proj": 8,
"model.layers.4.mlp.experts.34.gate_proj": 8,
"model.layers.5.mlp.experts.17.gate_proj": 8,
"model.layers.9.mlp.experts.55.gate_proj": 8,
"model.layers.11.mlp.experts.12.gate_proj": 8,
"model.layers.11.mlp.experts.32.up_proj": 8,
"model.layers.11.mlp.experts.44.gate_proj": 8,
"model.layers.11.mlp.experts.62.gate_proj": 8,
"model.vision_model.transformer.layers.2.self_attn.qkv_proj": 8,
"model.layers.2.mlp.experts.6.gate_proj": 8,
"model.layers.4.mlp.experts.46.gate_proj": 8,
"model.layers.5.mlp.experts.7.gate_proj": 8,
"model.layers.5.mlp.experts.16.gate_proj": 8,
"model.layers.6.mlp.experts.14.gate_proj": 8,
"model.layers.7.mlp.experts.27.gate_proj": 8,
"model.layers.11.mlp.experts.8.up_proj": 8,
"model.layers.11.mlp.experts.22.gate_proj": 8,
"model.layers.11.mlp.experts.30.gate_proj": 8,
"model.layers.11.mlp.experts.35.gate_proj": 8,
"model.vision_model.transformer.layers.15.mlp.fc2": 8,
"model.layers.3.mlp.experts.30.gate_proj": 8,
"model.layers.3.mlp.experts.38.gate_proj": 8,
"model.layers.3.mlp.experts.45.gate_proj": 8,
"model.layers.4.mlp.experts.1.gate_proj": 8,
"model.layers.4.mlp.experts.39.gate_proj": 8,
"model.layers.4.mlp.experts.48.gate_proj": 8,
"model.layers.4.mlp.experts.53.gate_proj": 8,
"model.layers.5.mlp.experts.40.gate_proj": 8,
"model.layers.6.mlp.experts.63.gate_proj": 8,
"model.layers.8.mlp.experts.53.gate_proj": 8,
"model.layers.9.mlp.experts.15.gate_proj": 8,
"model.layers.11.mlp.experts.21.gate_proj": 8,
"model.layers.11.mlp.experts.34.gate_proj": 8,
"model.layers.11.mlp.experts.42.gate_proj": 8,
"model.layers.11.mlp.experts.56.gate_proj": 8,
"model.layers.11.mlp.experts.63.gate_proj": 8,
"model.layers.6.mlp.experts.19.gate_proj": 8,
"model.layers.6.mlp.experts.26.gate_proj": 8,
"model.layers.7.mlp.experts.13.gate_proj": 8,
"model.layers.8.mlp.experts.26.gate_proj": 8,
"model.layers.8.mlp.experts.51.gate_proj": 8,
"model.layers.9.mlp.experts.59.gate_proj": 8,
"model.layers.11.mlp.experts.3.up_proj": 8,
"model.layers.11.mlp.experts.7.gate_proj": 8,
"model.layers.11.mlp.experts.11.up_proj": 8,
"model.layers.2.mlp.experts.55.gate_proj": 8,
"model.layers.3.mlp.experts.8.gate_proj": 8,
"model.layers.3.mlp.experts.46.gate_proj": 8,
"model.layers.3.mlp.experts.57.gate_proj": 8,
"model.layers.4.mlp.experts.7.gate_proj": 8,
"model.layers.4.mlp.experts.62.gate_proj": 8,
"model.layers.5.mlp.experts.34.gate_proj": 8,
"model.layers.5.mlp.experts.57.gate_proj": 8,
"model.layers.7.mlp.experts.50.gate_proj": 8,
"model.layers.9.mlp.experts.58.gate_proj": 8,
"model.layers.11.self_attn.o_proj": 8,
"model.layers.11.mlp.experts.0.gate_proj": 8,
"model.layers.11.mlp.experts.1.gate_proj": 8,
"model.layers.11.mlp.experts.2.up_proj": 8,
"model.layers.11.mlp.experts.25.up_proj": 8,
"model.layers.11.mlp.experts.28.gate_proj": 8,
"model.layers.11.mlp.experts.29.gate_proj": 8,
"model.layers.11.mlp.experts.31.gate_proj": 8,
"model.layers.11.mlp.experts.51.gate_proj": 8,
"model.layers.3.mlp.experts.7.gate_proj": 8,
"model.layers.3.mlp.experts.47.gate_proj": 8,
"model.layers.3.mlp.experts.60.gate_proj": 8,
"model.layers.4.mlp.experts.45.gate_proj": 8,
"model.layers.4.mlp.experts.50.gate_proj": 8,
"model.layers.5.mlp.experts.1.gate_proj": 8,
"model.layers.6.mlp.experts.31.gate_proj": 8,
"model.layers.7.mlp.experts.1.gate_proj": 8,
"model.layers.7.mlp.experts.61.gate_proj": 8,
"model.layers.8.mlp.experts.0.gate_proj": 8,
"model.layers.8.mlp.experts.32.up_proj": 8,
"model.layers.8.mlp.experts.56.gate_proj": 8,
"model.layers.10.mlp.experts.8.gate_proj": 8,
"model.layers.11.mlp.experts.4.up_proj": 8,
"model.layers.11.mlp.experts.10.gate_proj": 8,
"model.layers.11.mlp.experts.35.up_proj": 8,
"model.layers.11.mlp.experts.40.up_proj": 8,
"model.layers.11.mlp.experts.41.gate_proj": 8,
"model.layers.11.mlp.experts.63.up_proj": 8,
"model.vision_model.transformer.layers.14.mlp.fc2": 8,
"model.layers.1.mlp.experts.26.gate_proj": 8,
"model.layers.2.mlp.experts.24.gate_proj": 8,
"model.layers.2.mlp.experts.29.gate_proj": 8,
"model.layers.2.mlp.experts.31.gate_proj": 8,
"model.layers.5.mlp.experts.0.gate_proj": 8,
"model.layers.6.mlp.experts.32.gate_proj": 8,
"model.layers.6.mlp.experts.34.gate_proj": 8,
"model.layers.7.mlp.experts.9.gate_proj": 8,
"model.layers.9.mlp.experts.9.gate_proj": 8,
"model.layers.11.self_attn.v_proj": 8,
"model.layers.11.mlp.experts.13.gate_proj": 8,
"model.layers.11.mlp.experts.16.gate_proj": 8,
"model.layers.11.mlp.experts.18.up_proj": 8,
"model.layers.11.mlp.experts.26.up_proj": 8,
"model.layers.11.mlp.experts.43.down_proj": 8,
"model.layers.11.mlp.experts.44.up_proj": 8,
"model.layers.11.mlp.experts.46.down_proj": 8,
"model.layers.11.mlp.experts.48.gate_proj": 8,
"model.layers.2.mlp.experts.5.gate_proj": 8,
"model.layers.2.mlp.experts.10.gate_proj": 8,
"model.layers.2.mlp.experts.40.gate_proj": 8,
"model.layers.4.mlp.experts.9.gate_proj": 8,
"model.layers.5.mlp.experts.21.gate_proj": 8,
"model.layers.5.mlp.experts.27.gate_proj": 8,
"model.layers.5.mlp.experts.45.gate_proj": 8,
"model.layers.5.mlp.experts.50.gate_proj": 8,
"model.layers.6.mlp.experts.49.gate_proj": 8,
"model.layers.7.mlp.experts.43.gate_proj": 8,
"model.layers.8.mlp.experts.48.gate_proj": 8,
"model.layers.9.mlp.experts.35.gate_proj": 8,
"model.layers.10.mlp.experts.15.gate_proj": 8,
"model.layers.11.mlp.experts.21.up_proj": 8,
"model.layers.11.mlp.experts.23.gate_proj": 8,
"model.layers.11.mlp.experts.27.gate_proj": 8,
"model.layers.11.mlp.experts.45.gate_proj": 8,
"model.layers.11.mlp.experts.47.gate_proj": 8,
"model.layers.11.mlp.experts.58.gate_proj": 8,
"model.layers.11.mlp.experts.59.gate_proj": 8,
"model.layers.11.mlp.experts.62.up_proj": 8,
"model.layers.2.mlp.experts.46.gate_proj": 8,
"model.layers.2.mlp.experts.57.gate_proj": 8,
"model.layers.3.mlp.experts.9.gate_proj": 8,
"model.layers.4.mlp.experts.8.gate_proj": 8,
"model.layers.4.mlp.experts.30.gate_proj": 8,
"model.layers.5.mlp.experts.22.gate_proj": 8,
"model.layers.5.mlp.experts.42.gate_proj": 8,
"model.layers.6.mlp.experts.1.gate_proj": 8,
"model.layers.7.mlp.experts.16.gate_proj": 8,
"model.layers.9.mlp.experts.47.gate_proj": 8,
"model.layers.11.mlp.experts.36.gate_proj": 8,
"model.vision_model.transformer.layers.10.mlp.fc2": 8,
"model.vision_model.transformer.layers.11.mlp.fc2": 8,
"model.vision_model.transformer.layers.12.mlp.fc2": 8,
"model.layers.1.mlp.experts.42.gate_proj": 8,
"model.layers.2.mlp.experts.23.gate_proj": 8,
"model.layers.3.mlp.experts.35.gate_proj": 4,
"model.layers.3.mlp.experts.52.gate_proj": 4,
"model.layers.4.mlp.experts.18.gate_proj": 4,
"model.layers.6.mlp.experts.27.gate_proj": 4,
"model.layers.6.mlp.experts.42.gate_proj": 4,
"model.layers.7.mlp.experts.60.gate_proj": 4,
"model.layers.10.mlp.experts.35.gate_proj": 4,
"model.layers.11.mlp.experts.3.down_proj": 4,
"model.layers.11.mlp.experts.33.gate_proj": 4,
"model.layers.11.mlp.experts.37.gate_proj": 4,
"model.layers.11.mlp.experts.54.up_proj": 4,
"model.layers.11.mlp.experts.56.up_proj": 4,
"model.layers.1.mlp.experts.7.gate_proj": 4,
"model.layers.1.mlp.experts.19.gate_proj": 4,
"model.layers.1.mlp.experts.60.gate_proj": 4,
"model.layers.2.mlp.experts.9.gate_proj": 4,
"model.layers.2.mlp.experts.47.gate_proj": 4,
"model.layers.3.mlp.experts.23.gate_proj": 4,
"model.layers.4.mlp.experts.24.gate_proj": 4,
"model.layers.4.mlp.experts.41.gate_proj": 4,
"model.layers.5.mlp.experts.25.gate_proj": 4,
"model.layers.7.mlp.experts.7.gate_proj": 4,
"model.layers.7.mlp.experts.17.up_proj": 4,
"model.layers.7.mlp.experts.20.gate_proj": 4,
"model.layers.7.mlp.experts.32.gate_proj": 4,
"model.layers.7.mlp.experts.52.gate_proj": 4,
"model.layers.8.mlp.experts.3.gate_proj": 4,
"model.layers.8.mlp.experts.9.gate_proj": 4,
"model.layers.8.mlp.experts.13.gate_proj": 4,
"model.layers.8.mlp.experts.18.gate_proj": 4,
"model.layers.8.mlp.experts.28.gate_proj": 4,
"model.layers.8.mlp.experts.49.gate_proj": 4,
"model.layers.9.mlp.experts.13.gate_proj": 4,
"model.layers.10.mlp.experts.4.gate_proj": 4,
"model.layers.11.mlp.experts.5.up_proj": 4,
"model.layers.11.mlp.experts.9.gate_proj": 4,
"model.layers.11.mlp.experts.19.gate_proj": 4,
"model.layers.11.mlp.experts.28.up_proj": 4,
"model.layers.11.mlp.experts.42.up_proj": 4,
"model.layers.11.mlp.experts.53.gate_proj": 4,
"model.layers.11.mlp.experts.55.gate_proj": 4,
"model.layers.11.mlp.experts.57.up_proj": 4,
"model.layers.11.mlp.experts.60.gate_proj": 4,
"model.vision_model.transformer.layers.13.mlp.fc2": 4,
"model.layers.1.mlp.experts.35.gate_proj": 4,
"model.layers.2.mlp.experts.7.gate_proj": 4,
"model.layers.2.mlp.experts.15.gate_proj": 4,
"model.layers.2.mlp.experts.49.gate_proj": 4,
"model.layers.3.mlp.experts.17.gate_proj": 4,
"model.layers.3.mlp.experts.27.gate_proj": 4,
"model.layers.3.mlp.experts.32.gate_proj": 4,
"model.layers.3.mlp.experts.43.gate_proj": 4,
"model.layers.3.mlp.experts.50.gate_proj": 4,
"model.layers.4.mlp.experts.12.gate_proj": 4,
"model.layers.4.mlp.experts.27.gate_proj": 4,
"model.layers.4.mlp.experts.29.gate_proj": 4,
"model.layers.5.mlp.experts.11.gate_proj": 4,
"model.layers.5.mlp.experts.26.gate_proj": 4,
"model.layers.5.mlp.experts.58.gate_proj": 4,
"model.layers.6.mlp.experts.6.gate_proj": 4,
"model.layers.7.mlp.experts.34.gate_proj": 4,
"model.layers.7.mlp.experts.54.gate_proj": 4,
"model.layers.7.mlp.experts.57.gate_proj": 4,
"model.layers.8.mlp.experts.5.gate_proj": 4,
"model.layers.9.mlp.experts.8.gate_proj": 4,
"model.layers.9.mlp.experts.32.gate_proj": 4,
"model.layers.9.mlp.experts.55.up_proj": 4,
"model.layers.10.mlp.experts.44.gate_proj": 4,
"model.layers.11.mlp.experts.13.up_proj": 4,
"model.layers.11.mlp.experts.43.up_proj": 4,
"model.layers.11.mlp.experts.51.up_proj": 4,
"model.layers.1.mlp.experts.45.gate_proj": 4,
"model.layers.1.mlp.experts.53.gate_proj": 4,
"model.layers.2.mlp.experts.2.gate_proj": 4,
"model.layers.3.mlp.experts.40.gate_proj": 4,
"model.layers.3.mlp.experts.51.gate_proj": 4,
"model.layers.3.mlp.experts.63.gate_proj": 4,
"model.layers.4.mlp.experts.38.gate_proj": 4,
"model.layers.5.mlp.experts.41.gate_proj": 4,
"model.layers.5.mlp.experts.53.gate_proj": 4,
"model.layers.6.mlp.experts.23.gate_proj": 4,
"model.layers.6.mlp.experts.37.gate_proj": 4,
"model.layers.6.mlp.experts.41.gate_proj": 4,
"model.layers.8.mlp.experts.52.gate_proj": 4,
"model.layers.9.mlp.experts.9.up_proj": 4,
"model.layers.9.mlp.experts.49.gate_proj": 4,
"model.layers.10.mlp.experts.15.up_proj": 4,
"model.layers.11.mlp.experts.8.down_proj": 4,
"model.layers.11.mlp.experts.23.up_proj": 4,
"model.layers.11.mlp.experts.29.up_proj": 4,
"model.layers.11.mlp.experts.33.up_proj": 4,
"model.layers.11.mlp.experts.39.up_proj": 4,
"model.layers.11.mlp.experts.50.up_proj": 4,
"model.layers.11.mlp.experts.52.gate_proj": 4,
"model.layers.11.mlp.experts.54.down_proj": 4,
"model.layers.11.mlp.experts.62.down_proj": 4,
"model.vision_model.transformer.layers.8.mlp.fc2": 4,
"model.vision_model.transformer.layers.9.mlp.fc2": 4,
"model.layers.1.mlp.experts.20.gate_proj": 4,
"model.layers.1.mlp.experts.43.gate_proj": 4,
"model.layers.2.mlp.experts.35.gate_proj": 4,
"model.layers.2.mlp.experts.45.gate_proj": 4,
"model.layers.2.mlp.experts.50.gate_proj": 4,
"model.layers.2.mlp.experts.61.gate_proj": 4,
"model.layers.3.mlp.experts.14.gate_proj": 4,
"model.layers.4.mlp.experts.57.gate_proj": 4,
"model.layers.4.mlp.experts.59.gate_proj": 4,
"model.layers.5.mlp.experts.6.gate_proj": 4,
"model.layers.5.mlp.experts.28.gate_proj": 4,
"model.layers.6.mlp.experts.13.up_proj": 4,
"model.layers.6.mlp.experts.39.gate_proj": 4,
"model.layers.6.mlp.experts.40.gate_proj": 4,
"model.layers.6.mlp.experts.50.gate_proj": 4,
"model.layers.6.mlp.experts.59.gate_proj": 4,
"model.layers.7.mlp.experts.4.gate_proj": 4,
"model.layers.7.mlp.experts.18.gate_proj": 4,
"model.layers.9.mlp.experts.7.gate_proj": 4,
"model.layers.9.mlp.experts.25.gate_proj": 4,
"model.layers.9.mlp.experts.29.gate_proj": 4,
"model.layers.10.mlp.experts.2.gate_proj": 4,
"model.layers.10.mlp.experts.25.gate_proj": 4,
"model.layers.10.mlp.experts.46.gate_proj": 4,
"model.layers.11.mlp.experts.2.down_proj": 4,
"model.layers.11.mlp.experts.10.up_proj": 4,
"model.layers.11.mlp.experts.14.gate_proj": 4,
"model.layers.11.mlp.experts.36.up_proj": 4,
"model.layers.11.mlp.experts.41.up_proj": 4,
"model.layers.11.mlp.experts.48.up_proj": 4,
"model.layers.1.mlp.experts.6.gate_proj": 4,
"model.layers.1.mlp.experts.34.gate_proj": 4,
"model.layers.2.mlp.experts.1.gate_proj": 4,
"model.layers.2.mlp.experts.8.gate_proj": 4,
"model.layers.2.mlp.experts.25.gate_proj": 4,
"model.layers.2.mlp.experts.34.gate_proj": 4,
"model.layers.2.mlp.experts.60.gate_proj": 4,
"model.layers.3.mlp.experts.19.gate_proj": 4,
"model.layers.3.mlp.experts.44.gate_proj": 4,
"model.layers.3.mlp.experts.55.gate_proj": 4,
"model.layers.3.mlp.experts.58.gate_proj": 4,
"model.layers.4.mlp.experts.16.gate_proj": 4,
"model.layers.5.mlp.experts.8.gate_proj": 4,
"model.layers.5.mlp.experts.20.gate_proj": 4,
"model.layers.6.mlp.experts.16.gate_proj": 4,
"model.layers.6.mlp.experts.22.gate_proj": 4,
"model.layers.6.mlp.experts.29.gate_proj": 4,
"model.layers.6.mlp.experts.38.gate_proj": 4,
"model.layers.6.mlp.experts.44.gate_proj": 4,
"model.layers.6.mlp.experts.60.gate_proj": 4,
"model.layers.6.mlp.experts.61.gate_proj": 4,
"model.layers.7.mlp.experts.2.gate_proj": 4,
"model.layers.7.mlp.experts.25.gate_proj": 4,
"model.layers.7.mlp.experts.36.gate_proj": 4,
"model.layers.8.mlp.experts.11.gate_proj": 4,
"model.layers.8.mlp.experts.25.gate_proj": 4,
"model.layers.9.mlp.experts.38.gate_proj": 4,
"model.layers.10.mlp.experts.6.up_proj": 4,
"model.layers.10.mlp.experts.56.gate_proj": 4,
"model.layers.10.mlp.experts.59.gate_proj": 4,
"model.layers.11.mlp.experts.6.gate_proj": 4,
"model.layers.11.mlp.experts.15.up_proj": 4,
"model.layers.11.mlp.experts.19.up_proj": 4,
"model.layers.11.mlp.experts.30.up_proj": 4,
"model.layers.11.mlp.experts.34.up_proj": 4,
"model.layers.11.mlp.experts.39.down_proj": 4,
"model.layers.11.mlp.experts.53.up_proj": 4,
"model.layers.11.mlp.experts.55.up_proj": 4,
"model.vision_model.transformer.layers.7.mlp.fc2": 4,
"model.layers.1.mlp.experts.11.gate_proj": 4,
"model.layers.1.mlp.experts.21.gate_proj": 4,
"model.layers.1.mlp.experts.27.gate_proj": 4,
"model.layers.1.mlp.experts.55.gate_proj": 4,
"model.layers.2.mlp.experts.4.gate_proj": 4,
"model.layers.2.mlp.experts.11.gate_proj": 4,
"model.layers.2.mlp.experts.14.gate_proj": 4,
"model.layers.2.mlp.experts.27.gate_proj": 4,
"model.layers.2.mlp.experts.37.gate_proj": 4,
"model.layers.2.mlp.experts.44.gate_proj": 4,
"model.layers.3.mlp.experts.54.gate_proj": 4,
"model.layers.4.mlp.experts.33.gate_proj": 4,
"model.layers.4.mlp.experts.55.gate_proj": 4,
"model.layers.5.mlp.experts.10.gate_proj": 4,
"model.layers.5.mlp.experts.52.gate_proj": 4,
"model.layers.6.mlp.experts.10.gate_proj": 4,
"model.layers.6.mlp.experts.11.gate_proj": 4,
"model.layers.6.mlp.experts.18.gate_proj": 4,
"model.layers.7.mlp.experts.19.up_proj": 4,
"model.layers.7.mlp.experts.55.up_proj": 4,
"model.layers.8.mlp.experts.4.up_proj": 4,
"model.layers.8.mlp.experts.17.gate_proj": 4,
"model.layers.8.mlp.experts.22.gate_proj": 4,
"model.layers.8.mlp.experts.53.up_proj": 4,
"model.layers.9.mlp.experts.59.up_proj": 4,
"model.layers.9.mlp.experts.61.gate_proj": 4,
"model.layers.10.mlp.experts.20.gate_proj": 4,
"model.layers.10.mlp.experts.26.gate_proj": 4,
"model.layers.10.mlp.experts.54.gate_proj": 4,
"model.layers.10.mlp.experts.59.up_proj": 4,
"model.layers.11.mlp.experts.0.up_proj": 4,
"model.layers.11.mlp.experts.1.up_proj": 4,
"model.layers.11.mlp.experts.27.up_proj": 4,
"model.layers.11.mlp.experts.52.up_proj": 4,
"model.layers.11.mlp.experts.56.down_proj": 4,
"model.vision_model.transformer.layers.1.self_attn.qkv_proj": 4,
"model.layers.1.mlp.experts.16.gate_proj": 4,
"model.layers.1.mlp.experts.25.gate_proj": 4,
"model.layers.1.mlp.experts.52.gate_proj": 4,
"model.layers.1.mlp.experts.63.gate_proj": 4,
"model.layers.2.mlp.experts.59.gate_proj": 4,
"model.layers.4.mlp.experts.32.gate_proj": 4,
"model.layers.5.mlp.experts.4.gate_proj": 4,
"model.layers.7.mlp.experts.30.gate_proj": 4,
"model.layers.7.mlp.experts.44.up_proj": 4,
"model.layers.8.mlp.experts.4.down_proj": 4,
"model.layers.8.mlp.experts.20.gate_proj": 4,
"model.layers.8.mlp.experts.23.gate_proj": 4,
"model.layers.8.mlp.experts.29.gate_proj": 4,
"model.layers.8.mlp.experts.40.gate_proj": 4,
"model.layers.8.mlp.experts.58.gate_proj": 4,
"model.layers.9.mlp.experts.4.gate_proj": 4,
"model.layers.9.mlp.experts.15.up_proj": 4,
"model.layers.9.mlp.experts.32.up_proj": 4,
"model.layers.9.mlp.experts.45.gate_proj": 4,
"model.layers.9.mlp.experts.49.up_proj": 4,
"model.layers.10.mlp.experts.11.gate_proj": 4,
"model.layers.10.mlp.experts.39.gate_proj": 4,
"model.layers.11.mlp.experts.4.down_proj": 4,
"model.layers.11.mlp.experts.10.down_proj": 4,
"model.layers.11.mlp.experts.16.up_proj": 4,
"model.layers.11.mlp.experts.24.up_proj": 4,
"model.layers.11.mlp.experts.40.down_proj": 4,
"model.layers.11.mlp.experts.44.down_proj": 4,
"model.layers.11.mlp.experts.49.gate_proj": 4,
"model.layers.11.mlp.experts.63.down_proj": 4,
"model.vision_model.transformer.layers.6.mlp.fc2": 4,
"model.layers.1.mlp.experts.4.gate_proj": 4,
"model.layers.1.mlp.experts.12.gate_proj": 4,
"model.layers.1.mlp.experts.30.gate_proj": 4,
"model.layers.1.mlp.experts.36.gate_proj": 4,
"model.layers.1.mlp.experts.54.gate_proj": 4,
"model.layers.2.mlp.experts.17.gate_proj": 4,
"model.layers.2.mlp.experts.48.gate_proj": 4,
"model.layers.2.mlp.experts.54.gate_proj": 4,
"model.layers.2.mlp.experts.62.gate_proj": 4,
"model.layers.3.mlp.experts.22.gate_proj": 4,
"model.layers.3.mlp.experts.36.gate_proj": 4,
"model.layers.4.mlp.experts.22.gate_proj": 4,
"model.layers.4.mlp.experts.42.gate_proj": 4,
"model.layers.6.mlp.experts.0.gate_proj": 4,
"model.layers.6.mlp.experts.2.gate_proj": 4,
"model.layers.6.mlp.experts.24.gate_proj": 4,
"model.layers.6.mlp.experts.35.gate_proj": 4,
"model.layers.6.mlp.experts.58.gate_proj": 4,
"model.layers.8.mlp.experts.2.gate_proj": 4,
"model.layers.8.mlp.experts.6.up_proj": 4,
"model.layers.8.mlp.experts.27.gate_proj": 4,
"model.layers.8.mlp.experts.30.gate_proj": 4,
"model.layers.8.mlp.experts.51.up_proj": 4,
"model.layers.8.mlp.experts.62.gate_proj": 4,
"model.layers.9.mlp.experts.6.gate_proj": 4,
"model.layers.9.mlp.experts.6.up_proj": 4,
"model.layers.9.mlp.experts.11.gate_proj": 4,
"model.layers.9.mlp.experts.12.gate_proj": 4,
"model.layers.9.mlp.experts.23.gate_proj": 4,
"model.layers.9.mlp.experts.35.down_proj": 4,
"model.layers.9.mlp.experts.41.gate_proj": 4,
"model.layers.9.mlp.experts.54.gate_proj": 4,
"model.layers.9.mlp.experts.56.gate_proj": 4,
"model.layers.9.mlp.experts.58.down_proj": 4,
"model.layers.9.mlp.experts.59.down_proj": 4,
"model.layers.10.mlp.experts.35.down_proj": 4,
"model.layers.11.mlp.experts.15.down_proj": 4,
"model.layers.11.mlp.experts.18.down_proj": 4,
"model.layers.11.mlp.experts.42.down_proj": 4,
"model.layers.11.mlp.experts.50.down_proj": 4,
"model.layers.1.mlp.experts.5.gate_proj": 4,
"model.layers.1.mlp.experts.15.gate_proj": 4,
"model.layers.1.mlp.experts.47.gate_proj": 4,
"model.layers.1.mlp.experts.56.gate_proj": 4,
"model.layers.2.mlp.experts.22.gate_proj": 4,
"model.layers.3.mlp.experts.6.gate_proj": 4,
"model.layers.3.mlp.experts.10.gate_proj": 4,
"model.layers.3.mlp.experts.53.gate_proj": 4,
"model.layers.3.mlp.experts.56.gate_proj": 4,
"model.layers.4.mlp.experts.3.gate_proj": 4,
"model.layers.4.mlp.experts.35.gate_proj": 4,
"model.layers.6.mlp.experts.15.gate_proj": 4,
"model.layers.6.mlp.experts.17.gate_proj": 4,
"model.layers.6.mlp.experts.20.gate_proj": 4,
"model.layers.6.mlp.experts.46.gate_proj": 4,
"model.layers.6.mlp.experts.52.gate_proj": 4,
"model.layers.6.mlp.experts.57.gate_proj": 4,
"model.layers.7.mlp.experts.10.gate_proj": 4,
"model.layers.7.mlp.experts.12.gate_proj": 4,
"model.layers.7.mlp.experts.13.up_proj": 4,
"model.layers.7.mlp.experts.15.gate_proj": 4,
"model.layers.7.mlp.experts.31.gate_proj": 4,
"model.layers.8.mlp.experts.10.gate_proj": 4,
"model.layers.8.mlp.experts.12.gate_proj": 4,
"model.layers.8.mlp.experts.16.gate_proj": 4,
"model.layers.8.mlp.experts.24.gate_proj": 4,
"model.layers.8.mlp.experts.55.up_proj": 4,
"model.layers.8.mlp.experts.57.gate_proj": 4,
"model.layers.9.mlp.experts.2.gate_proj": 4,
"model.layers.9.mlp.experts.3.gate_proj": 4,
"model.layers.9.mlp.experts.20.gate_proj": 4,
"model.layers.9.mlp.experts.53.gate_proj": 4,
"model.layers.10.mlp.experts.1.gate_proj": 4,
"model.layers.10.mlp.experts.6.down_proj": 4,
"model.layers.10.mlp.experts.9.gate_proj": 4,
"model.layers.10.mlp.experts.30.gate_proj": 4,
"model.layers.10.mlp.experts.37.gate_proj": 4,
"model.layers.10.mlp.experts.46.up_proj": 4,
"model.layers.10.mlp.experts.47.gate_proj": 4,
"model.layers.10.mlp.experts.49.gate_proj": 4,
"model.layers.11.mlp.experts.17.down_proj": 4,
"model.layers.11.mlp.experts.20.down_proj": 4,
"model.layers.11.mlp.experts.21.down_proj": 4,
"model.layers.11.mlp.experts.25.down_proj": 4,
"model.layers.11.mlp.experts.31.down_proj": 4,
"model.layers.11.mlp.experts.35.down_proj": 4,
"model.layers.11.mlp.experts.37.up_proj": 4,
"model.layers.11.mlp.experts.49.up_proj": 4,
"model.layers.11.mlp.experts.51.down_proj": 4,
"model.layers.1.mlp.experts.10.gate_proj": 4,
"model.layers.1.mlp.experts.40.gate_proj": 4,
"model.layers.2.mlp.experts.12.up_proj": 4,
"model.layers.2.mlp.experts.32.gate_proj": 4,
"model.layers.2.mlp.experts.33.gate_proj": 4,
"model.layers.3.mlp.experts.3.gate_proj": 4,
"model.layers.3.mlp.experts.13.gate_proj": 4,
"model.layers.5.mlp.experts.18.gate_proj": 4,
"model.layers.5.mlp.experts.32.gate_proj": 4,
"model.layers.5.mlp.experts.48.gate_proj": 4,
"model.layers.6.mlp.experts.4.gate_proj": 4,
"model.layers.6.mlp.experts.9.gate_proj": 4,
"model.layers.6.mlp.experts.48.gate_proj": 4,
"model.layers.6.mlp.experts.54.gate_proj": 4,
"model.layers.6.mlp.experts.62.gate_proj": 4,
"model.layers.7.mlp.experts.28.gate_proj": 4,
"model.layers.7.mlp.experts.35.gate_proj": 4,
"model.layers.7.mlp.experts.47.gate_proj": 4,
"model.layers.7.mlp.experts.63.gate_proj": 4,
"model.layers.8.mlp.experts.14.gate_proj": 4,
"model.layers.8.mlp.experts.46.gate_proj": 4,
"model.layers.9.mlp.experts.8.up_proj": 4,
"model.layers.9.mlp.experts.16.gate_proj": 4,
"model.layers.9.mlp.experts.24.gate_proj": 4,
"model.layers.9.mlp.experts.55.down_proj": 4,
"model.layers.9.mlp.experts.57.gate_proj": 4,
"model.layers.10.mlp.experts.0.up_proj": 4,
"model.layers.10.mlp.experts.10.gate_proj": 4,
"model.layers.10.mlp.experts.13.up_proj": 4,
"model.layers.10.mlp.experts.32.gate_proj": 4,
"model.layers.10.mlp.experts.39.up_proj": 4,
"model.layers.10.mlp.experts.43.gate_proj": 4,
"model.layers.10.mlp.experts.57.gate_proj": 4,
"model.layers.10.mlp.experts.58.up_proj": 4,
"model.layers.10.mlp.experts.63.gate_proj": 4,
"model.layers.10.mlp.shared_experts.gate_proj": 4,
"model.layers.11.mlp.experts.5.down_proj": 4,
"model.layers.11.mlp.experts.13.down_proj": 4,
"model.layers.11.mlp.experts.31.up_proj": 4,
"model.layers.11.mlp.experts.60.up_proj": 4,
"model.layers.1.mlp.experts.31.gate_proj": 4,
"model.layers.1.mlp.experts.50.gate_proj": 4,
"model.layers.2.mlp.experts.3.gate_proj": 4,
"model.layers.4.mlp.experts.37.gate_proj": 4,
"model.layers.4.mlp.experts.40.up_proj": 4,
"model.layers.4.mlp.experts.44.gate_proj": 4,
"model.layers.5.mlp.experts.7.up_proj": 4,
"model.layers.5.mlp.experts.47.gate_proj": 4,
"model.layers.6.mlp.experts.8.gate_proj": 4,
"model.layers.6.mlp.experts.14.up_proj": 4,
"model.layers.6.mlp.experts.55.up_proj": 4,
"model.layers.7.mlp.experts.9.up_proj": 4,
"model.layers.7.mlp.experts.14.gate_proj": 4,
"model.layers.7.mlp.experts.27.up_proj": 4,
"model.layers.7.mlp.experts.46.gate_proj": 4,
"model.layers.7.mlp.experts.60.up_proj": 4,
"model.layers.7.mlp.experts.61.up_proj": 4,
"model.layers.7.mlp.experts.62.gate_proj": 4,
"model.layers.8.mlp.experts.3.up_proj": 4,
"model.layers.8.mlp.experts.6.down_proj": 4,
"model.layers.8.mlp.experts.9.up_proj": 4,
"model.layers.8.mlp.experts.21.gate_proj": 4,
"model.layers.8.mlp.experts.32.down_proj": 4,
"model.layers.8.mlp.experts.34.gate_proj": 4,
"model.layers.8.mlp.experts.44.gate_proj": 4,
"model.layers.8.mlp.experts.59.gate_proj": 4,
"model.layers.9.mlp.experts.1.gate_proj": 4,
"model.layers.9.mlp.experts.7.up_proj": 4,
"model.layers.9.mlp.experts.14.gate_proj": 4,
"model.layers.9.mlp.experts.18.gate_proj": 4,
"model.layers.9.mlp.experts.34.gate_proj": 4,
"model.layers.9.mlp.experts.43.gate_proj": 4,
"model.layers.9.mlp.experts.47.up_proj": 4,
"model.layers.9.mlp.experts.50.gate_proj": 4,
"model.layers.9.mlp.experts.61.up_proj": 4,
"model.layers.10.mlp.experts.3.gate_proj": 4,
"model.layers.10.mlp.experts.9.up_proj": 4,
"model.layers.10.mlp.experts.19.up_proj": 4,
"model.layers.10.mlp.experts.20.up_proj": 4,
"model.layers.10.mlp.experts.55.gate_proj": 4,
"model.layers.10.mlp.experts.58.gate_proj": 4,
"model.layers.10.mlp.experts.63.up_proj": 4,
"model.layers.11.mlp.experts.11.down_proj": 4,
"model.layers.11.mlp.experts.27.down_proj": 4,
"model.layers.11.mlp.experts.33.down_proj": 4,
"model.layers.11.mlp.experts.57.down_proj": 4,
"model.layers.11.mlp.experts.59.up_proj": 4,
"model.vision_model.transformer.layers.5.mlp.fc2": 4,
"model.layers.1.mlp.experts.3.gate_proj": 4,
"model.layers.1.mlp.experts.8.gate_proj": 4,
"model.layers.1.mlp.experts.26.up_proj": 4,
"model.layers.1.mlp.experts.26.down_proj": 4,
"model.layers.2.mlp.experts.16.gate_proj": 4,
"model.layers.2.mlp.experts.39.gate_proj": 4,
"model.layers.3.mlp.experts.26.up_proj": 4,
"model.layers.4.mlp.experts.2.gate_proj": 4,
"model.layers.4.mlp.experts.11.up_proj": 4,
"model.layers.4.mlp.experts.54.up_proj": 4,
"model.layers.5.mlp.experts.36.gate_proj": 4,
"model.layers.5.mlp.experts.43.gate_proj": 4,
"model.layers.5.mlp.experts.60.up_proj": 4,
"model.layers.6.mlp.experts.5.gate_proj": 4,
"model.layers.6.mlp.experts.53.up_proj": 4,
"model.layers.7.mlp.experts.1.up_proj": 4,
"model.layers.7.mlp.experts.13.down_proj": 4,
"model.layers.7.mlp.experts.16.up_proj": 4,
"model.layers.7.mlp.experts.27.down_proj": 4,
"model.layers.7.mlp.experts.36.up_proj": 4,
"model.layers.7.mlp.experts.37.gate_proj": 4,
"model.layers.7.mlp.experts.50.up_proj": 4,
"model.layers.7.mlp.experts.53.gate_proj": 4,
"model.layers.7.mlp.experts.58.gate_proj": 4,
"model.layers.8.mlp.experts.1.gate_proj": 4,
"model.layers.8.mlp.experts.7.gate_proj": 4,
"model.layers.8.mlp.experts.13.up_proj": 4,
"model.layers.8.mlp.experts.28.up_proj": 4,
"model.layers.8.mlp.experts.38.gate_proj": 4,
"model.layers.8.mlp.experts.43.gate_proj": 4,
"model.layers.8.mlp.experts.63.gate_proj": 4,
"model.layers.9.mlp.experts.13.up_proj": 4,
"model.layers.9.mlp.experts.19.gate_proj": 4,
"model.layers.9.mlp.experts.21.gate_proj": 4,
"model.layers.9.mlp.experts.42.gate_proj": 4,
"model.layers.9.mlp.experts.53.up_proj": 4,
"model.layers.10.mlp.experts.4.up_proj": 4,
"model.layers.10.mlp.experts.12.gate_proj": 4,
"model.layers.10.mlp.experts.13.gate_proj": 4,
"model.layers.10.mlp.experts.15.down_proj": 4,
"model.layers.10.mlp.experts.32.up_proj": 4,
"model.layers.10.mlp.experts.35.up_proj": 4,
"model.layers.10.mlp.experts.43.up_proj": 4,
"model.layers.10.mlp.experts.45.gate_proj": 4,
"model.layers.10.mlp.experts.50.up_proj": 4,
"model.layers.10.mlp.experts.60.gate_proj": 4,
"model.layers.10.mlp.experts.61.gate_proj": 4,
"model.layers.11.mlp.experts.9.up_proj": 4,
"model.layers.11.mlp.experts.19.down_proj": 4,
"model.layers.11.mlp.experts.38.down_proj": 4,
"model.layers.11.mlp.experts.45.up_proj": 4,
"model.layers.1.mlp.experts.24.gate_proj": 4,
"model.layers.1.mlp.experts.38.gate_proj": 4,
"model.layers.1.mlp.experts.46.gate_proj": 4,
"model.layers.1.mlp.experts.49.gate_proj": 4,
"model.layers.2.mlp.experts.26.gate_proj": 4,
"model.layers.2.mlp.experts.42.gate_proj": 4,
"model.layers.2.mlp.experts.43.gate_proj": 4,
"model.layers.3.mlp.experts.28.gate_proj": 4,
"model.layers.3.mlp.experts.31.gate_proj": 4,
"model.layers.3.mlp.experts.61.gate_proj": 4,
"model.layers.4.mlp.experts.0.gate_proj": 4,
"model.layers.4.mlp.experts.5.gate_proj": 4,
"model.layers.4.mlp.experts.11.down_proj": 4,
"model.layers.4.mlp.experts.58.up_proj": 4,
"model.layers.5.mlp.experts.38.gate_proj": 4,
"model.layers.5.mlp.experts.46.gate_proj": 4,
"model.layers.6.mlp.experts.13.down_proj": 4,
"model.layers.6.mlp.experts.23.up_proj": 4,
"model.layers.6.mlp.experts.36.gate_proj": 4,
"model.layers.6.mlp.experts.47.up_proj": 4,
"model.layers.6.mlp.experts.49.up_proj": 4,
"model.layers.6.mlp.experts.53.down_proj": 4,
"model.layers.7.mlp.experts.5.gate_proj": 4,
"model.layers.7.mlp.experts.6.gate_proj": 4,
"model.layers.7.mlp.experts.26.gate_proj": 4,
"model.layers.7.mlp.experts.59.gate_proj": 4,
"model.layers.8.mlp.experts.5.up_proj": 4,
"model.layers.8.mlp.experts.36.gate_proj": 4,
"model.layers.8.mlp.experts.41.gate_proj": 4,
"model.layers.9.mlp.experts.22.gate_proj": 4,
"model.layers.9.mlp.experts.30.gate_proj": 4,
"model.layers.9.mlp.experts.37.gate_proj": 4,
"model.layers.9.mlp.experts.43.up_proj": 4,
"model.layers.9.mlp.experts.58.up_proj": 4,
"model.layers.9.mlp.experts.60.gate_proj": 4,
"model.layers.10.mlp.experts.0.gate_proj": 4,
"model.layers.10.mlp.experts.2.down_proj": 4,
"model.layers.10.mlp.experts.3.up_proj": 4,
"model.layers.10.mlp.experts.4.down_proj": 4,
"model.layers.10.mlp.experts.8.up_proj": 4,
"model.layers.10.mlp.experts.12.up_proj": 4,
"model.layers.10.mlp.experts.19.gate_proj": 4,
"model.layers.10.mlp.experts.23.gate_proj": 4,
"model.layers.10.mlp.experts.26.up_proj": 4,
"model.layers.10.mlp.experts.28.gate_proj": 4,
"model.layers.10.mlp.experts.36.up_proj": 4,
"model.layers.10.mlp.experts.38.gate_proj": 4,
"model.layers.10.mlp.experts.40.gate_proj": 4,
"model.layers.10.mlp.experts.46.down_proj": 4,
"model.layers.10.mlp.experts.50.gate_proj": 4,
"model.layers.10.mlp.experts.52.gate_proj": 4,
"model.layers.10.mlp.experts.55.up_proj": 4,
"model.layers.10.mlp.experts.56.up_proj": 4,
"model.layers.10.mlp.experts.60.up_proj": 4,
"model.layers.10.mlp.experts.62.gate_proj": 4,
"model.layers.10.mlp.experts.62.up_proj": 4,
"model.layers.11.mlp.experts.0.down_proj": 4,
"model.layers.11.mlp.experts.1.down_proj": 4,
"model.layers.11.mlp.experts.7.up_proj": 4,
"model.layers.11.mlp.experts.16.down_proj": 4,
"model.layers.11.mlp.experts.23.down_proj": 4,
"model.layers.11.mlp.experts.29.down_proj": 4,
"model.layers.11.mlp.experts.41.down_proj": 4,
"model.layers.1.mlp.experts.13.gate_proj": 4,
"model.layers.1.mlp.experts.18.gate_proj": 4,
"model.layers.1.mlp.experts.37.gate_proj": 4,
"model.layers.1.mlp.experts.44.gate_proj": 4,
"model.layers.2.mlp.experts.51.gate_proj": 4,
"model.layers.3.mlp.experts.0.gate_proj": 4,
"model.layers.3.mlp.experts.11.gate_proj": 4,
"model.layers.3.mlp.experts.29.gate_proj": 4,
"model.layers.3.mlp.experts.62.up_proj": 4,
"model.layers.4.mlp.experts.6.gate_proj": 4,
"model.layers.4.mlp.experts.31.gate_proj": 4,
"model.layers.5.mlp.experts.13.gate_proj": 4,
"model.layers.5.mlp.experts.62.gate_proj": 4,
"model.layers.6.mlp.experts.7.gate_proj": 4,
"model.layers.6.mlp.experts.51.gate_proj": 4,
"model.layers.7.mlp.experts.1.down_proj": 4,
"model.layers.7.mlp.experts.3.gate_proj": 4,
"model.layers.7.mlp.experts.17.down_proj": 4,
"model.layers.7.mlp.experts.19.down_proj": 4,
"model.layers.7.mlp.experts.24.gate_proj": 4,
"model.layers.7.mlp.experts.34.up_proj": 4,
"model.layers.7.mlp.experts.34.down_proj": 4,
"model.layers.7.mlp.experts.49.gate_proj": 4,
"model.layers.8.mlp.experts.0.up_proj": 4,
"model.layers.8.mlp.experts.5.down_proj": 4,
"model.layers.8.mlp.experts.15.gate_proj": 4,
"model.layers.8.mlp.experts.35.gate_proj": 4,
"model.layers.9.mlp.experts.18.up_proj": 4,
"model.layers.9.mlp.experts.38.up_proj": 4,
"model.layers.9.mlp.experts.40.gate_proj": 4,
"model.layers.9.mlp.experts.41.up_proj": 4,
"model.layers.9.mlp.experts.52.gate_proj": 4,
"model.layers.10.mlp.experts.1.up_proj": 4,
"model.layers.10.mlp.experts.1.down_proj": 4,
"model.layers.10.mlp.experts.10.up_proj": 4,
"model.layers.10.mlp.experts.11.up_proj": 4,
"model.layers.10.mlp.experts.17.gate_proj": 4,
"model.layers.10.mlp.experts.22.gate_proj": 4,
"model.layers.10.mlp.experts.22.up_proj": 4,
"model.layers.10.mlp.experts.37.up_proj": 4,
"model.layers.10.mlp.experts.44.down_proj": 4,
"model.layers.10.mlp.experts.45.up_proj": 4,
"model.layers.10.mlp.experts.49.up_proj": 4,
"model.layers.10.mlp.experts.56.down_proj": 4,
"model.layers.10.mlp.experts.57.up_proj": 4,
"model.layers.11.mlp.experts.12.up_proj": 4,
"model.layers.11.mlp.experts.26.down_proj": 4,
"model.layers.11.mlp.experts.28.down_proj": 4,
"model.layers.11.mlp.experts.48.down_proj": 4,
"model.layers.11.mlp.experts.53.down_proj": 4,
"model.layers.11.mlp.experts.60.down_proj": 4,
"model.layers.11.mlp.experts.61.gate_proj": 4,
"model.vision_model.transformer.layers.23.mlp.fc2": 4,
"model.layers.1.mlp.experts.9.up_proj": 4,
"model.layers.1.mlp.experts.39.gate_proj": 4,
"model.layers.1.mlp.experts.41.gate_proj": 4,
"model.layers.2.mlp.experts.53.gate_proj": 4,
"model.layers.3.mlp.experts.15.gate_proj": 4,
"model.layers.3.mlp.experts.20.gate_proj": 4,
"model.layers.3.mlp.experts.39.gate_proj": 4,
"model.layers.4.mlp.experts.28.gate_proj": 4,
"model.layers.4.mlp.experts.47.gate_proj": 4,
"model.layers.4.mlp.experts.48.up_proj": 4,
"model.layers.4.mlp.experts.50.up_proj": 4,
"model.layers.5.mlp.experts.5.gate_proj": 4,
"model.layers.5.mlp.experts.23.gate_proj": 4,
"model.layers.5.mlp.experts.49.up_proj": 4,
"model.layers.5.mlp.experts.54.gate_proj": 4,
"model.layers.5.mlp.experts.56.down_proj": 4,
"model.layers.7.mlp.experts.38.gate_proj": 4,
"model.layers.7.mlp.experts.39.up_proj": 4,
"model.layers.7.mlp.experts.42.gate_proj": 4,
"model.layers.7.mlp.experts.43.up_proj": 4,
"model.layers.7.mlp.experts.51.up_proj": 4,
"model.layers.7.mlp.experts.61.down_proj": 4,
"model.layers.8.mlp.experts.11.up_proj": 4,
"model.layers.8.mlp.experts.29.up_proj": 4,
"model.layers.8.mlp.experts.34.up_proj": 4,
"model.layers.8.mlp.experts.42.gate_proj": 4,
"model.layers.8.mlp.experts.60.gate_proj": 4,
"model.layers.9.mlp.experts.8.down_proj": 4,
"model.layers.9.mlp.experts.29.up_proj": 4,
"model.layers.9.mlp.experts.29.down_proj": 4,
"model.layers.9.mlp.experts.35.up_proj": 4,
"model.layers.9.mlp.experts.46.gate_proj": 4,
"model.layers.9.mlp.experts.47.down_proj": 4,
"model.layers.9.mlp.experts.48.gate_proj": 4,
"model.layers.9.mlp.experts.50.up_proj": 4,
"model.layers.9.mlp.experts.54.up_proj": 4,
"model.layers.9.mlp.experts.56.up_proj": 4,
"model.layers.9.mlp.experts.57.up_proj": 4,
"model.layers.9.mlp.experts.63.gate_proj": 4,
"model.layers.10.mlp.experts.8.down_proj": 4,
"model.layers.10.mlp.experts.18.gate_proj": 4,
"model.layers.10.mlp.experts.20.down_proj": 4,
"model.layers.10.mlp.experts.23.up_proj": 4,
"model.layers.10.mlp.experts.25.down_proj": 4,
"model.layers.10.mlp.experts.27.gate_proj": 4,
"model.layers.10.mlp.experts.29.gate_proj": 4,
"model.layers.10.mlp.experts.31.gate_proj": 4,
"model.layers.10.mlp.experts.36.gate_proj": 4,
"model.layers.10.mlp.experts.39.down_proj": 4,
"model.layers.10.mlp.experts.41.gate_proj": 4,
"model.layers.10.mlp.experts.42.gate_proj": 4,
"model.layers.10.mlp.experts.54.down_proj": 4,
"model.layers.10.mlp.experts.59.down_proj": 4,
"model.layers.11.mlp.experts.36.down_proj": 4,
"model.layers.1.mlp.experts.1.gate_proj": 4,
"model.layers.1.mlp.experts.9.down_proj": 4,
"model.layers.1.mlp.experts.17.gate_proj": 4,
"model.layers.1.mlp.experts.32.gate_proj": 4,
"model.layers.2.mlp.experts.38.gate_proj": 4,
"model.layers.3.mlp.experts.2.gate_proj": 4,
"model.layers.3.mlp.experts.37.up_proj": 4,
"model.layers.3.mlp.experts.49.gate_proj": 4,
"model.layers.4.mlp.experts.13.gate_proj": 4,
"model.layers.4.mlp.experts.61.gate_proj": 4,
"model.layers.5.mlp.experts.14.gate_proj": 4,
"model.layers.5.mlp.experts.19.up_proj": 4,
"model.layers.5.mlp.experts.30.gate_proj": 4,
"model.layers.5.mlp.experts.39.up_proj": 4,
"model.layers.5.mlp.experts.51.gate_proj": 4,
"model.layers.5.mlp.experts.56.up_proj": 4,
"model.layers.5.mlp.experts.59.gate_proj": 4,
"model.layers.6.mlp.experts.14.down_proj": 4,
"model.layers.6.mlp.experts.25.gate_proj": 4,
"model.layers.6.mlp.experts.33.gate_proj": 4,
"model.layers.6.mlp.experts.43.gate_proj": 4,
"model.layers.6.mlp.experts.55.down_proj": 4,
"model.layers.6.mlp.experts.56.gate_proj": 4,
"model.layers.7.mlp.experts.11.gate_proj": 4,
"model.layers.7.mlp.experts.25.up_proj": 4,
"model.layers.7.mlp.experts.41.gate_proj": 4,
"model.layers.7.mlp.experts.60.down_proj": 4,
"model.layers.8.mlp.experts.3.down_proj": 4,
"model.layers.8.mlp.experts.18.up_proj": 4,
"model.layers.8.mlp.experts.23.up_proj": 4,
"model.layers.8.mlp.experts.37.gate_proj": 4,
"model.layers.8.mlp.experts.45.gate_proj": 4,
"model.layers.8.mlp.experts.47.gate_proj": 4,
"model.layers.8.mlp.experts.54.gate_proj": 4,
"model.layers.9.mlp.experts.0.gate_proj": 4,
"model.layers.9.mlp.experts.2.up_proj": 4,
"model.layers.9.mlp.experts.5.gate_proj": 4,
"model.layers.9.mlp.experts.10.gate_proj": 4,
"model.layers.9.mlp.experts.21.up_proj": 4,
"model.layers.9.mlp.experts.22.up_proj": 4,
"model.layers.9.mlp.experts.25.up_proj": 4,
"model.layers.9.mlp.experts.28.gate_proj": 4,
"model.layers.9.mlp.experts.33.gate_proj": 4,
"model.layers.9.mlp.experts.39.gate_proj": 4,
"model.layers.9.mlp.experts.44.gate_proj": 4,
"model.layers.9.mlp.experts.51.gate_proj": 4,
"model.layers.10.mlp.experts.2.up_proj": 4,
"model.layers.10.mlp.experts.7.up_proj": 4,
"model.layers.10.mlp.experts.14.gate_proj": 4,
"model.layers.10.mlp.experts.16.gate_proj": 4,
"model.layers.10.mlp.experts.21.gate_proj": 4,
"model.layers.10.mlp.experts.24.gate_proj": 4,
"model.layers.10.mlp.experts.28.up_proj": 4,
"model.layers.10.mlp.experts.31.up_proj": 4,
"model.layers.10.mlp.experts.34.up_proj": 4,
"model.layers.10.mlp.experts.37.down_proj": 4,
"model.layers.10.mlp.experts.47.up_proj": 4,
"model.layers.10.mlp.experts.53.up_proj": 4,
"model.layers.10.mlp.experts.61.up_proj": 4,
"model.layers.11.mlp.experts.6.up_proj": 4,
"model.layers.11.mlp.experts.7.down_proj": 4,
"model.layers.11.mlp.experts.22.up_proj": 4,
"model.layers.1.mlp.experts.2.gate_proj": 4,
"model.layers.2.mlp.experts.5.up_proj": 4,
"model.layers.2.mlp.experts.12.down_proj": 4,
"model.layers.2.mlp.experts.30.gate_proj": 4,
"model.layers.2.mlp.experts.55.up_proj": 4,
"model.layers.3.mlp.experts.16.gate_proj": 4,
"model.layers.3.mlp.experts.41.gate_proj": 4,
"model.layers.3.mlp.experts.59.gate_proj": 4,
"model.layers.4.mlp.experts.36.up_proj": 4,
"model.layers.5.mlp.experts.24.gate_proj": 4,
"model.layers.5.mlp.experts.29.gate_proj": 4,
"model.layers.5.mlp.experts.31.up_proj": 4,
"model.layers.5.mlp.experts.37.gate_proj": 4,
"model.layers.6.mlp.experts.27.up_proj": 4,
"model.layers.6.mlp.experts.28.gate_proj": 4,
"model.layers.6.mlp.experts.31.up_proj": 4,
"model.layers.6.mlp.experts.49.down_proj": 4,
"model.layers.7.mlp.experts.0.gate_proj": 4,
"model.layers.7.mlp.experts.16.down_proj": 4,
"model.layers.7.mlp.experts.22.gate_proj": 4,
"model.layers.7.mlp.experts.55.down_proj": 4,
"model.layers.8.mlp.experts.0.down_proj": 4,
"model.layers.8.mlp.experts.10.up_proj": 4,
"model.layers.8.mlp.experts.17.up_proj": 4,
"model.layers.8.mlp.experts.18.down_proj": 4,
"model.layers.8.mlp.experts.20.up_proj": 4,
"model.layers.8.mlp.experts.27.up_proj": 4,
"model.layers.8.mlp.experts.28.down_proj": 4,
"model.layers.8.mlp.experts.48.up_proj": 4,
"model.layers.8.mlp.experts.50.gate_proj": 4,
"model.layers.8.mlp.experts.52.up_proj": 4,
"model.layers.8.mlp.experts.53.down_proj": 4,
"model.layers.9.mlp.experts.4.up_proj": 4,
"model.layers.9.mlp.experts.5.up_proj": 4,
"model.layers.9.mlp.experts.11.up_proj": 4,
"model.layers.9.mlp.experts.12.up_proj": 4,
"model.layers.9.mlp.experts.13.down_proj": 4,
"model.layers.9.mlp.experts.14.up_proj": 4,
"model.layers.9.mlp.experts.20.up_proj": 4,
"model.layers.9.mlp.experts.25.down_proj": 4,
"model.layers.9.mlp.experts.28.up_proj": 4,
"model.layers.9.mlp.experts.53.down_proj": 4,
"model.layers.9.mlp.experts.61.down_proj": 4,
"model.layers.10.mlp.experts.7.gate_proj": 4,
"model.layers.10.mlp.experts.10.down_proj": 4,
"model.layers.10.mlp.experts.13.down_proj": 4,
"model.layers.10.mlp.experts.16.up_proj": 4,
"model.layers.10.mlp.experts.18.up_proj": 4,
"model.layers.10.mlp.experts.26.down_proj": 4,
"model.layers.10.mlp.experts.27.up_proj": 4,
"model.layers.10.mlp.experts.30.up_proj": 4,
"model.layers.10.mlp.experts.41.up_proj": 4,
"model.layers.10.mlp.experts.48.gate_proj": 4,
"model.layers.10.mlp.experts.49.down_proj": 4,
"model.layers.10.mlp.experts.54.up_proj": 4,
"model.layers.11.mlp.experts.24.down_proj": 4,
"model.layers.11.mlp.experts.58.up_proj": 4,
"model.layers.11.mlp.experts.61.up_proj": 4,
"model.vision_model.transformer.layers.4.mlp.fc2": 4,
"model.layers.1.mlp.experts.51.gate_proj": 4,
"model.layers.1.mlp.experts.57.gate_proj": 4,
"model.layers.1.mlp.experts.61.gate_proj": 4,
"model.layers.2.mlp.experts.52.up_proj": 4,
"model.layers.3.mlp.experts.21.up_proj": 4,
"model.layers.3.mlp.experts.42.gate_proj": 4,
"model.layers.4.mlp.experts.7.up_proj": 4,
"model.layers.4.mlp.experts.17.up_proj": 4,
"model.layers.4.mlp.experts.25.up_proj": 4,
"model.layers.4.mlp.experts.49.up_proj": 4,
"model.layers.5.mlp.experts.7.down_proj": 4,
"model.layers.5.mlp.experts.19.down_proj": 4,
"model.layers.5.mlp.experts.22.up_proj": 4,
"model.layers.5.mlp.experts.35.gate_proj": 4,
"model.layers.5.mlp.experts.60.down_proj": 4,
"model.layers.6.mlp.experts.3.gate_proj": 4,
"model.layers.6.mlp.experts.38.up_proj": 4,
"model.layers.6.mlp.experts.50.up_proj": 4,
"model.layers.7.mlp.experts.2.up_proj": 4,
"model.layers.7.mlp.experts.9.down_proj": 4,
"model.layers.7.mlp.experts.12.up_proj": 4,
"model.layers.7.mlp.experts.18.up_proj": 4,
"model.layers.7.mlp.experts.43.down_proj": 4,
"model.layers.7.mlp.experts.44.down_proj": 4,
"model.layers.7.mlp.experts.50.down_proj": 4,
"model.layers.7.mlp.experts.56.gate_proj": 4,
"model.layers.8.mlp.experts.26.up_proj": 4,
"model.layers.8.mlp.experts.33.gate_proj": 4,
"model.layers.8.mlp.experts.35.up_proj": 4,
"model.layers.8.mlp.experts.40.up_proj": 4,
"model.layers.8.mlp.experts.52.down_proj": 4,
"model.layers.9.mlp.experts.7.down_proj": 4,
"model.layers.9.mlp.experts.9.down_proj": 4,
"model.layers.9.mlp.experts.17.gate_proj": 4,
"model.layers.9.mlp.experts.32.down_proj": 4,
"model.layers.9.mlp.experts.38.down_proj": 4,
"model.layers.9.mlp.experts.52.up_proj": 4,
"model.layers.9.mlp.experts.57.down_proj": 4,
"model.layers.9.mlp.experts.63.up_proj": 4,
"model.layers.10.mlp.experts.17.up_proj": 4,
"model.layers.10.mlp.experts.21.up_proj": 4,
"model.layers.10.mlp.experts.25.up_proj": 4,
"model.layers.10.mlp.experts.32.down_proj": 4,
"model.layers.10.mlp.experts.33.up_proj": 4,
"model.layers.10.mlp.experts.34.gate_proj": 4,
"model.layers.10.mlp.experts.42.up_proj": 4,
"model.layers.10.mlp.experts.43.down_proj": 4,
"model.layers.10.mlp.experts.44.up_proj": 4,
"model.layers.10.mlp.experts.47.down_proj": 4,
"model.layers.10.mlp.experts.53.gate_proj": 4,
"model.layers.10.mlp.experts.57.down_proj": 4,
"model.layers.10.mlp.experts.60.down_proj": 4,
"model.layers.10.mlp.experts.63.down_proj": 4,
"model.layers.1.mlp.experts.28.gate_proj": 4,
"model.layers.1.mlp.experts.29.gate_proj": 4,
"model.layers.1.mlp.experts.62.gate_proj": 4,
"model.layers.2.mlp.experts.8.up_proj": 4,
"model.layers.2.mlp.experts.8.down_proj": 4,
"model.layers.2.mlp.experts.13.up_proj": 4,
"model.layers.2.mlp.experts.35.down_proj": 4,
"model.layers.2.mlp.experts.46.up_proj": 4,
"model.layers.2.mlp.experts.56.gate_proj": 4,
"model.layers.3.mlp.experts.5.gate_proj": 4,
"model.layers.3.mlp.experts.7.up_proj": 4,
"model.layers.3.mlp.experts.26.down_proj": 4,
"model.layers.3.mlp.experts.48.up_proj": 4,
"model.layers.4.mlp.experts.10.gate_proj": 4,
"model.layers.4.mlp.experts.40.down_proj": 4,
"model.layers.4.mlp.experts.52.gate_proj": 4,
"model.layers.4.mlp.experts.56.up_proj": 4,
"model.layers.4.mlp.experts.62.up_proj": 4,
"model.layers.5.mlp.experts.2.up_proj": 4,
"model.layers.5.mlp.experts.17.up_proj": 4,
"model.layers.5.mlp.experts.33.up_proj": 4,
"model.layers.5.mlp.experts.49.down_proj": 4,
"model.layers.5.mlp.experts.55.gate_proj": 4,
"model.layers.5.mlp.experts.61.gate_proj": 4,
"model.layers.6.mlp.experts.1.up_proj": 4,
"model.layers.6.mlp.experts.12.gate_proj": 4,
"model.layers.6.mlp.experts.15.up_proj": 4,
"model.layers.6.mlp.experts.21.up_proj": 4,
"model.layers.6.mlp.experts.32.up_proj": 4,
"model.layers.6.mlp.experts.45.gate_proj": 4,
"model.layers.6.mlp.experts.47.down_proj": 4,
"model.layers.6.mlp.experts.59.up_proj": 4,
"model.layers.6.mlp.experts.63.up_proj": 4,
"model.layers.7.mlp.experts.23.gate_proj": 4,
"model.layers.7.mlp.experts.48.gate_proj": 4,
"model.layers.7.mlp.experts.51.down_proj": 4,
"model.layers.7.mlp.experts.57.up_proj": 4,
"model.layers.8.mlp.experts.8.gate_proj": 4,
"model.layers.8.mlp.experts.9.down_proj": 4,
"model.layers.8.mlp.experts.22.up_proj": 4,
"model.layers.8.mlp.experts.48.down_proj": 4,
"model.layers.9.mlp.experts.3.up_proj": 4,
"model.layers.9.mlp.experts.11.down_proj": 4,
"model.layers.9.mlp.experts.12.down_proj": 4,
"model.layers.9.mlp.experts.16.up_proj": 4,
"model.layers.9.mlp.experts.19.up_proj": 4,
"model.layers.9.mlp.experts.23.up_proj": 4,
"model.layers.9.mlp.experts.27.gate_proj": 4,
"model.layers.9.mlp.experts.41.down_proj": 4,
"model.layers.9.mlp.experts.42.up_proj": 4,
"model.layers.10.mlp.experts.7.down_proj": 4,
"model.layers.10.mlp.experts.9.down_proj": 4,
"model.layers.10.mlp.experts.14.up_proj": 4,
"model.layers.10.mlp.experts.19.down_proj": 4,
"model.layers.10.mlp.experts.22.down_proj": 4,
"model.layers.10.mlp.experts.23.down_proj": 4,
"model.layers.10.mlp.experts.31.down_proj": 4,
"model.layers.10.mlp.experts.40.up_proj": 4,
"model.layers.10.mlp.experts.48.up_proj": 4,
"model.layers.10.mlp.experts.52.up_proj": 4,
"model.layers.10.mlp.experts.58.down_proj": 4,
"model.layers.10.mlp.experts.61.down_proj": 4,
"model.layers.11.mlp.experts.14.up_proj": 4,
"model.layers.11.mlp.experts.30.down_proj": 4,
"model.layers.11.mlp.experts.34.down_proj": 4,
"model.layers.11.mlp.experts.47.up_proj": 4,
"model.layers.11.mlp.experts.49.down_proj": 4,
"model.layers.11.mlp.experts.52.down_proj": 4,
"model.layers.1.mlp.experts.21.up_proj": 4,
"model.layers.1.mlp.experts.30.down_proj": 4,
"model.layers.1.mlp.experts.48.gate_proj": 4,
"model.layers.1.mlp.experts.59.gate_proj": 4,
"model.layers.2.mlp.experts.18.gate_proj": 4,
"model.layers.2.mlp.experts.21.gate_proj": 4,
"model.layers.2.mlp.experts.60.up_proj": 4,
"model.layers.2.mlp.experts.63.up_proj": 4,
"model.layers.3.mlp.experts.34.gate_proj": 4,
"model.layers.3.mlp.experts.51.up_proj": 4,
"model.layers.4.mlp.experts.4.up_proj": 4,
"model.layers.4.mlp.experts.26.up_proj": 4,
"model.layers.4.mlp.experts.27.up_proj": 4,
"model.layers.4.mlp.experts.34.up_proj": 4,
"model.layers.4.mlp.experts.58.down_proj": 4,
"model.layers.4.mlp.experts.63.up_proj": 4,
"model.layers.5.mlp.experts.9.gate_proj": 4,
"model.layers.5.mlp.experts.16.up_proj": 4,
"model.layers.5.mlp.experts.39.down_proj": 4,
"model.layers.5.mlp.experts.44.gate_proj": 4,
"model.layers.5.mlp.experts.63.up_proj": 4,
"model.layers.6.mlp.experts.11.up_proj": 4,
"model.layers.6.mlp.experts.17.up_proj": 4,
"model.layers.6.mlp.experts.57.up_proj": 4,
"model.layers.7.mlp.experts.2.down_proj": 4,
"model.layers.7.mlp.experts.18.down_proj": 4,
"model.layers.7.mlp.experts.21.gate_proj": 4,
"model.layers.7.mlp.experts.25.down_proj": 4,
"model.layers.7.mlp.experts.33.gate_proj": 4,
"model.layers.7.mlp.experts.35.up_proj": 4,
"model.layers.7.mlp.experts.62.up_proj": 4,
"model.layers.8.mlp.experts.12.up_proj": 4,
"model.layers.8.mlp.experts.13.down_proj": 4,
"model.layers.8.mlp.experts.19.gate_proj": 4,
"model.layers.8.mlp.experts.23.down_proj": 4,
"model.layers.8.mlp.experts.26.down_proj": 4,
"model.layers.8.mlp.experts.31.gate_proj": 4,
"model.layers.8.mlp.experts.40.down_proj": 4,
"model.layers.8.mlp.experts.49.up_proj": 4,
"model.layers.8.mlp.experts.51.down_proj": 4,
"model.layers.8.mlp.experts.55.down_proj": 4,
"model.layers.8.mlp.experts.56.up_proj": 4,
"model.layers.9.mlp.experts.2.down_proj": 4,
"model.layers.9.mlp.experts.3.down_proj": 4,
"model.layers.9.mlp.experts.15.down_proj": 4,
"model.layers.9.mlp.experts.18.down_proj": 4,
"model.layers.9.mlp.experts.20.down_proj": 4,
"model.layers.9.mlp.experts.21.down_proj": 4,
"model.layers.9.mlp.experts.23.down_proj": 4,
"model.layers.9.mlp.experts.28.down_proj": 4,
"model.layers.9.mlp.experts.39.up_proj": 4,
"model.layers.9.mlp.experts.44.up_proj": 4,
"model.layers.9.mlp.experts.45.down_proj": 4,
"model.layers.9.mlp.experts.48.up_proj": 4,
"model.layers.9.mlp.experts.49.down_proj": 4,
"model.layers.9.mlp.experts.51.up_proj": 4,
"model.layers.9.mlp.experts.60.up_proj": 4,
"model.layers.10.mlp.experts.3.down_proj": 4,
"model.layers.10.mlp.experts.5.up_proj": 4,
"model.layers.10.mlp.experts.11.down_proj": 4,
"model.layers.10.mlp.experts.16.down_proj": 4,
"model.layers.10.mlp.experts.24.up_proj": 4,
"model.layers.10.mlp.experts.28.down_proj": 4,
"model.layers.10.mlp.experts.29.up_proj": 4,
"model.layers.10.mlp.experts.30.down_proj": 4,
"model.layers.10.mlp.experts.33.gate_proj": 4,
"model.layers.10.mlp.experts.41.down_proj": 4,
"model.layers.10.mlp.experts.42.down_proj": 4,
"model.layers.10.mlp.experts.51.gate_proj": 4,
"model.layers.10.mlp.experts.52.down_proj": 4,
"model.layers.10.mlp.experts.53.down_proj": 4,
"model.layers.10.mlp.experts.62.down_proj": 4,
"model.layers.11.mlp.experts.12.down_proj": 4,
"model.layers.11.mlp.experts.22.down_proj": 4,
"model.layers.11.mlp.experts.37.down_proj": 4,
"model.layers.11.mlp.experts.45.down_proj": 4,
"model.layers.11.mlp.experts.59.down_proj": 4,
"model.layers.1.mlp.experts.7.up_proj": 4,
"model.layers.1.mlp.experts.7.down_proj": 4,
"model.layers.1.mlp.experts.22.gate_proj": 4,
"model.layers.1.mlp.experts.30.up_proj": 4,
"model.layers.1.mlp.experts.43.up_proj": 4,
"model.layers.1.mlp.experts.58.gate_proj": 4,
"model.layers.2.mlp.experts.4.up_proj": 4,
"model.layers.2.mlp.experts.7.up_proj": 4,
"model.layers.2.mlp.experts.9.up_proj": 4,
"model.layers.2.mlp.experts.31.up_proj": 4,
"model.layers.2.mlp.experts.35.up_proj": 4,
"model.layers.2.mlp.experts.46.down_proj": 4,
"model.layers.2.mlp.experts.52.down_proj": 4,
"model.layers.2.mlp.experts.60.down_proj": 4,
"model.layers.3.mlp.experts.1.up_proj": 4,
"model.layers.3.mlp.experts.4.up_proj": 4,
"model.layers.3.mlp.experts.12.up_proj": 4,
"model.layers.3.mlp.experts.18.gate_proj": 4,
"model.layers.3.mlp.experts.25.gate_proj": 4,
"model.layers.3.mlp.experts.30.up_proj": 4,
"model.layers.3.mlp.experts.33.up_proj": 4,
"model.layers.3.mlp.experts.37.down_proj": 4,
"model.layers.4.mlp.experts.8.up_proj": 4,
"model.layers.4.mlp.experts.15.gate_proj": 4,
"model.layers.4.mlp.experts.18.up_proj": 4,
"model.layers.4.mlp.experts.39.up_proj": 4,
"model.layers.4.mlp.experts.45.up_proj": 4,
"model.layers.4.mlp.experts.48.down_proj": 4,
"model.layers.4.mlp.experts.50.down_proj": 4,
"model.layers.5.mlp.experts.3.up_proj": 4,
"model.layers.5.mlp.experts.11.up_proj": 4,
"model.layers.5.mlp.experts.12.up_proj": 4,
"model.layers.5.mlp.experts.50.up_proj": 4,
"model.layers.5.mlp.experts.57.up_proj": 4,
"model.layers.6.mlp.experts.0.up_proj": 4,
"model.layers.6.mlp.experts.10.up_proj": 4,
"model.layers.6.mlp.experts.23.down_proj": 4,
"model.layers.6.mlp.experts.34.up_proj": 4,
"model.layers.6.mlp.experts.38.down_proj": 4,
"model.layers.6.mlp.experts.42.up_proj": 4,
"model.layers.6.mlp.experts.44.up_proj": 4,
"model.layers.6.mlp.experts.62.up_proj": 4,
"model.layers.7.mlp.experts.7.down_proj": 4,
"model.layers.7.mlp.experts.12.down_proj": 4,
"model.layers.7.mlp.experts.14.up_proj": 4,
"model.layers.7.mlp.experts.15.up_proj": 4,
"model.layers.7.mlp.experts.29.gate_proj": 4,
"model.layers.7.mlp.experts.32.up_proj": 4,
"model.layers.7.mlp.experts.40.gate_proj": 4,
"model.layers.7.mlp.experts.57.down_proj": 4,
"model.layers.7.mlp.experts.63.up_proj": 4,
"model.layers.8.mlp.experts.1.up_proj": 4,
"model.layers.8.mlp.experts.16.up_proj": 4,
"model.layers.8.mlp.experts.16.down_proj": 4,
"model.layers.8.mlp.experts.17.down_proj": 4,
"model.layers.8.mlp.experts.30.up_proj": 4,
"model.layers.8.mlp.experts.35.down_proj": 4,
"model.layers.8.mlp.experts.39.gate_proj": 4,
"model.layers.8.mlp.experts.43.up_proj": 4,
"model.layers.8.mlp.experts.61.gate_proj": 4,
"model.layers.8.mlp.experts.63.up_proj": 4,
"model.layers.9.mlp.experts.0.up_proj": 4,
"model.layers.9.mlp.experts.4.down_proj": 4,
"model.layers.9.mlp.experts.6.down_proj": 4,
"model.layers.9.mlp.experts.10.up_proj": 4,
"model.layers.9.mlp.experts.16.down_proj": 4,
"model.layers.9.mlp.experts.17.up_proj": 4,
"model.layers.9.mlp.experts.22.down_proj": 4,
"model.layers.9.mlp.experts.24.down_proj": 4,
"model.layers.9.mlp.experts.26.gate_proj": 4,
"model.layers.9.mlp.experts.30.down_proj": 4,
"model.layers.9.mlp.experts.33.up_proj": 4,
"model.layers.9.mlp.experts.34.up_proj": 4,
"model.layers.9.mlp.experts.34.down_proj": 4,
"model.layers.9.mlp.experts.42.down_proj": 4,
"model.layers.9.mlp.experts.45.up_proj": 4,
"model.layers.9.mlp.experts.46.up_proj": 4,
"model.layers.9.mlp.experts.56.down_proj": 4,
"model.layers.10.mlp.experts.5.gate_proj": 4,
"model.layers.10.mlp.experts.12.down_proj": 4,
"model.layers.10.mlp.experts.21.down_proj": 4,
"model.layers.10.mlp.experts.27.down_proj": 4,
"model.layers.10.mlp.experts.34.down_proj": 4,
"model.layers.10.mlp.experts.36.down_proj": 4,
"model.layers.10.mlp.experts.38.up_proj": 4,
"model.layers.10.mlp.experts.40.down_proj": 4,
"model.layers.10.mlp.experts.45.down_proj": 4,
"model.layers.10.mlp.experts.50.down_proj": 4,
"model.layers.10.mlp.experts.51.up_proj": 4,
"model.layers.10.mlp.experts.55.down_proj": 4,
"model.layers.11.mlp.experts.14.down_proj": 4,
"model.layers.1.mlp.experts.6.up_proj": 4,
"model.layers.1.mlp.experts.21.down_proj": 4,
"model.layers.1.mlp.experts.33.gate_proj": 4,
"model.layers.1.mlp.experts.36.up_proj": 4,
"model.layers.1.mlp.experts.53.up_proj": 4,
"model.layers.2.mlp.experts.4.down_proj": 4,
"model.layers.2.mlp.experts.7.down_proj": 4,
"model.layers.2.mlp.experts.9.down_proj": 4,
"model.layers.2.mlp.experts.15.down_proj": 4,
"model.layers.2.mlp.experts.19.up_proj": 4,
"model.layers.2.mlp.experts.20.up_proj": 4,
"model.layers.2.mlp.experts.24.up_proj": 4,
"model.layers.2.mlp.experts.41.gate_proj": 4,
"model.layers.2.mlp.experts.47.up_proj": 4,
"model.layers.2.mlp.experts.61.up_proj": 4,
"model.layers.2.mlp.experts.62.up_proj": 4,
"model.layers.3.mlp.experts.50.up_proj": 4,
"model.layers.3.mlp.experts.51.down_proj": 4,
"model.layers.3.mlp.experts.60.up_proj": 4,
"model.layers.4.mlp.experts.1.up_proj": 4,
"model.layers.4.mlp.experts.3.up_proj": 4,
"model.layers.4.mlp.experts.9.up_proj": 4,
"model.layers.4.mlp.experts.21.gate_proj": 4,
"model.layers.4.mlp.experts.23.gate_proj": 4,
"model.layers.4.mlp.experts.38.up_proj": 4,
"model.layers.4.mlp.experts.43.up_proj": 4,
"model.layers.4.mlp.experts.46.up_proj": 4,
"model.layers.4.mlp.experts.51.gate_proj": 4,
"model.layers.4.mlp.experts.54.down_proj": 4,
"model.layers.4.mlp.experts.60.up_proj": 4,
"model.layers.5.mlp.experts.1.up_proj": 4,
"model.layers.5.mlp.experts.8.up_proj": 4,
"model.layers.5.mlp.experts.18.up_proj": 4,
"model.layers.5.mlp.experts.21.up_proj": 4,
"model.layers.5.mlp.experts.22.down_proj": 4,
"model.layers.5.mlp.experts.40.up_proj": 4,
"model.layers.6.mlp.experts.2.up_proj": 4,
"model.layers.6.mlp.experts.16.up_proj": 4,
"model.layers.6.mlp.experts.18.up_proj": 4,
"model.layers.6.mlp.experts.22.up_proj": 4,
"model.layers.6.mlp.experts.26.up_proj": 4,
"model.layers.6.mlp.experts.27.down_proj": 4,
"model.layers.6.mlp.experts.31.down_proj": 4,
"model.layers.6.mlp.experts.39.up_proj": 4,
"model.layers.7.mlp.experts.6.up_proj": 4,
"model.layers.7.mlp.experts.7.up_proj": 4,
"model.layers.7.mlp.experts.26.up_proj": 4,
"model.layers.7.mlp.experts.31.up_proj": 4,
"model.layers.7.mlp.experts.39.down_proj": 4,
"model.layers.7.mlp.experts.52.up_proj": 4,
"model.layers.8.mlp.experts.11.down_proj": 4,
"model.layers.8.mlp.experts.15.up_proj": 4,
"model.layers.8.mlp.experts.20.down_proj": 4,
"model.layers.8.mlp.experts.21.up_proj": 4,
"model.layers.8.mlp.experts.27.down_proj": 4,
"model.layers.8.mlp.experts.29.down_proj": 4,
"model.layers.8.mlp.experts.34.down_proj": 4,
"model.layers.8.mlp.experts.38.up_proj": 4,
"model.layers.8.mlp.experts.41.up_proj": 4,
"model.layers.8.mlp.experts.56.down_proj": 4,
"model.layers.8.mlp.experts.57.up_proj": 4,
"model.layers.8.mlp.experts.58.up_proj": 4,
"model.layers.8.mlp.experts.62.up_proj": 4,
"model.layers.9.mlp.experts.5.down_proj": 4,
"model.layers.9.mlp.experts.26.up_proj": 4,
"model.layers.9.mlp.experts.43.down_proj": 4,
"model.layers.9.mlp.experts.48.down_proj": 4,
"model.layers.9.mlp.experts.60.down_proj": 4,
"model.layers.10.mlp.experts.0.down_proj": 4,
"model.layers.10.mlp.experts.14.down_proj": 4,
"model.layers.10.mlp.experts.17.down_proj": 4,
"model.layers.10.mlp.experts.24.down_proj": 4,
"model.layers.10.mlp.experts.33.down_proj": 4,
"model.layers.10.mlp.experts.38.down_proj": 4,
"model.layers.10.mlp.experts.48.down_proj": 4,
"model.layers.11.mlp.experts.55.down_proj": 4,
"model.layers.1.mlp.experts.4.up_proj": 4,
"model.layers.1.mlp.experts.11.up_proj": 4,
"model.layers.1.mlp.experts.11.down_proj": 4,
"model.layers.1.mlp.experts.12.up_proj": 4,
"model.layers.1.mlp.experts.27.up_proj": 4,
"model.layers.1.mlp.experts.36.down_proj": 4,
"model.layers.1.mlp.experts.39.up_proj": 4,
"model.layers.1.mlp.experts.40.down_proj": 4,
"model.layers.1.mlp.experts.41.up_proj": 4,
"model.layers.1.mlp.experts.46.up_proj": 4,
"model.layers.1.mlp.experts.56.up_proj": 4,
"model.layers.1.mlp.experts.56.down_proj": 4,
"model.layers.1.mlp.experts.63.up_proj": 4,
"model.layers.2.mlp.experts.16.up_proj": 4,
"model.layers.2.mlp.experts.32.up_proj": 4,
"model.layers.2.mlp.experts.32.down_proj": 4,
"model.layers.2.mlp.experts.44.up_proj": 4,
"model.layers.2.mlp.experts.44.down_proj": 4,
"model.layers.2.mlp.experts.45.up_proj": 4,
"model.layers.2.mlp.experts.55.down_proj": 4,
"model.layers.2.mlp.experts.58.up_proj": 4,
"model.layers.2.mlp.experts.58.down_proj": 4,
"model.layers.3.mlp.experts.0.up_proj": 4,
"model.layers.3.mlp.experts.12.down_proj": 4,
"model.layers.3.mlp.experts.13.up_proj": 4,
"model.layers.3.mlp.experts.13.down_proj": 4,
"model.layers.3.mlp.experts.17.up_proj": 4,
"model.layers.3.mlp.experts.38.up_proj": 4,
"model.layers.3.mlp.experts.48.down_proj": 4,
"model.layers.3.mlp.experts.52.up_proj": 4,
"model.layers.4.mlp.experts.19.up_proj": 4,
"model.layers.4.mlp.experts.23.up_proj": 4,
"model.layers.4.mlp.experts.24.up_proj": 4,
"model.layers.5.mlp.experts.3.down_proj": 4,
"model.layers.5.mlp.experts.15.up_proj": 4,
"model.layers.5.mlp.experts.28.up_proj": 4,
"model.layers.5.mlp.experts.34.up_proj": 4,
"model.layers.5.mlp.experts.46.up_proj": 4,
"model.layers.5.mlp.experts.48.up_proj": 4,
"model.layers.6.mlp.experts.11.down_proj": 4,
"model.layers.6.mlp.experts.29.up_proj": 4,
"model.layers.6.mlp.experts.32.down_proj": 4,
"model.layers.6.mlp.experts.46.up_proj": 4,
"model.layers.6.mlp.experts.48.up_proj": 4,
"model.layers.6.mlp.experts.50.down_proj": 4,
"model.layers.6.mlp.experts.57.down_proj": 4,
"model.layers.6.mlp.experts.58.up_proj": 4,
"model.layers.6.mlp.experts.59.down_proj": 4,
"model.layers.6.mlp.experts.60.up_proj": 4,
"model.layers.7.mlp.experts.0.up_proj": 4,
"model.layers.7.mlp.experts.5.up_proj": 4,
"model.layers.7.mlp.experts.10.up_proj": 4,
"model.layers.7.mlp.experts.14.down_proj": 4,
"model.layers.7.mlp.experts.28.up_proj": 4,
"model.layers.7.mlp.experts.36.down_proj": 4,
"model.layers.7.mlp.experts.45.gate_proj": 4,
"model.layers.7.mlp.experts.58.up_proj": 4,
"model.layers.7.mlp.experts.63.down_proj": 4,
"model.layers.8.mlp.experts.1.down_proj": 4,
"model.layers.8.mlp.experts.10.down_proj": 4,
"model.layers.8.mlp.experts.24.up_proj": 4,
"model.layers.8.mlp.experts.25.up_proj": 4,
"model.layers.8.mlp.experts.30.down_proj": 4,
"model.layers.8.mlp.experts.36.up_proj": 4,
"model.layers.8.mlp.experts.41.down_proj": 4,
"model.layers.8.mlp.experts.43.down_proj": 4,
"model.layers.8.mlp.experts.46.up_proj": 4,
"model.layers.8.mlp.experts.49.down_proj": 4,
"model.layers.8.mlp.experts.50.up_proj": 4,
"model.layers.8.mlp.experts.59.up_proj": 4,
"model.layers.8.mlp.experts.60.up_proj": 4,
"model.layers.9.mlp.experts.1.down_proj": 4,
"model.layers.9.mlp.experts.14.down_proj": 4,
"model.layers.9.mlp.experts.27.up_proj": 4,
"model.layers.9.mlp.experts.30.up_proj": 4,
"model.layers.9.mlp.experts.31.gate_proj": 4,
"model.layers.9.mlp.experts.33.down_proj": 4,
"model.layers.9.mlp.experts.36.gate_proj": 4,
"model.layers.9.mlp.experts.37.up_proj": 4,
"model.layers.9.mlp.experts.39.down_proj": 4,
"model.layers.9.mlp.experts.40.up_proj": 4,
"model.layers.9.mlp.experts.46.down_proj": 4,
"model.layers.9.mlp.experts.50.down_proj": 4,
"model.layers.9.mlp.experts.51.down_proj": 4,
"model.layers.9.mlp.experts.52.down_proj": 4,
"model.layers.9.mlp.experts.54.down_proj": 4,
"model.layers.9.mlp.experts.62.gate_proj": 4,
"model.layers.10.mlp.experts.5.down_proj": 4,
"model.layers.10.mlp.experts.18.down_proj": 4,
"model.layers.10.mlp.experts.29.down_proj": 4,
"model.layers.11.mlp.experts.61.down_proj": 4,
"model.layers.1.mlp.experts.4.down_proj": 4,
"model.layers.1.mlp.experts.6.down_proj": 4,
"model.layers.1.mlp.experts.12.down_proj": 4,
"model.layers.1.mlp.experts.27.down_proj": 4,
"model.layers.1.mlp.experts.29.up_proj": 4,
"model.layers.1.mlp.experts.34.up_proj": 4,
"model.layers.1.mlp.experts.34.down_proj": 4,
"model.layers.1.mlp.experts.38.up_proj": 4,
"model.layers.1.mlp.experts.39.down_proj": 4,
"model.layers.1.mlp.experts.40.up_proj": 4,
"model.layers.1.mlp.experts.43.down_proj": 4,
"model.layers.1.mlp.experts.50.up_proj": 4,
"model.layers.1.mlp.experts.63.down_proj": 4,
"model.layers.2.mlp.experts.5.down_proj": 4,
"model.layers.2.mlp.experts.15.up_proj": 4,
"model.layers.2.mlp.experts.16.down_proj": 4,
"model.layers.2.mlp.experts.23.up_proj": 4,
"model.layers.2.mlp.experts.25.up_proj": 4,
"model.layers.2.mlp.experts.31.down_proj": 4,
"model.layers.2.mlp.experts.33.up_proj": 4,
"model.layers.2.mlp.experts.33.down_proj": 4,
"model.layers.2.mlp.experts.37.up_proj": 4,
"model.layers.2.mlp.experts.37.down_proj": 4,
"model.layers.2.mlp.experts.40.up_proj": 4,
"model.layers.2.mlp.experts.47.down_proj": 4,
"model.layers.2.mlp.experts.49.up_proj": 4,
"model.layers.2.mlp.experts.50.up_proj": 4,
"model.layers.2.mlp.experts.59.up_proj": 4,
"model.layers.2.mlp.experts.61.down_proj": 4,
"model.layers.2.mlp.experts.62.down_proj": 4,
"model.layers.3.mlp.experts.3.up_proj": 4,
"model.layers.3.mlp.experts.7.down_proj": 4,
"model.layers.3.mlp.experts.21.down_proj": 4,
"model.layers.3.mlp.experts.46.up_proj": 4,
"model.layers.3.mlp.experts.54.down_proj": 4,
"model.layers.3.mlp.experts.57.up_proj": 4,
"model.layers.3.mlp.experts.62.down_proj": 4,
"model.layers.4.mlp.experts.0.up_proj": 4,
"model.layers.4.mlp.experts.7.down_proj": 4,
"model.layers.4.mlp.experts.31.up_proj": 4,
"model.layers.4.mlp.experts.32.up_proj": 4,
"model.layers.4.mlp.experts.36.down_proj": 4,
"model.layers.4.mlp.experts.53.up_proj": 4,
"model.layers.5.mlp.experts.2.down_proj": 4,
"model.layers.5.mlp.experts.4.up_proj": 4,
"model.layers.5.mlp.experts.20.up_proj": 4,
"model.layers.5.mlp.experts.42.up_proj": 4,
"model.layers.5.mlp.experts.58.up_proj": 4,
"model.layers.5.mlp.experts.58.down_proj": 4,
"model.layers.6.mlp.experts.0.down_proj": 4,
"model.layers.6.mlp.experts.1.down_proj": 4,
"model.layers.6.mlp.experts.2.down_proj": 4,
"model.layers.6.mlp.experts.9.up_proj": 4,
"model.layers.6.mlp.experts.17.down_proj": 4,
"model.layers.6.mlp.experts.19.up_proj": 4,
"model.layers.6.mlp.experts.21.down_proj": 4,
"model.layers.6.mlp.experts.33.up_proj": 4,
"model.layers.6.mlp.experts.35.up_proj": 4,
"model.layers.6.mlp.experts.36.up_proj": 4,
"model.layers.6.mlp.experts.43.up_proj": 4,
"model.layers.6.mlp.experts.54.up_proj": 4,
"model.layers.6.mlp.experts.62.down_proj": 4,
"model.layers.6.mlp.experts.63.down_proj": 4,
"model.layers.7.mlp.experts.4.up_proj": 4,
"model.layers.7.mlp.experts.6.down_proj": 4,
"model.layers.7.mlp.experts.8.gate_proj": 4,
"model.layers.7.mlp.experts.15.down_proj": 4,
"model.layers.7.mlp.experts.20.up_proj": 4,
"model.layers.7.mlp.experts.24.up_proj": 4,
"model.layers.7.mlp.experts.26.down_proj": 4,
"model.layers.7.mlp.experts.30.up_proj": 4,
"model.layers.7.mlp.experts.35.down_proj": 4,
"model.layers.7.mlp.experts.46.up_proj": 4,
"model.layers.7.mlp.experts.47.up_proj": 4,
"model.layers.7.mlp.experts.47.down_proj": 4,
"model.layers.7.mlp.experts.48.up_proj": 4,
"model.layers.7.mlp.experts.52.down_proj": 4,
"model.layers.7.mlp.experts.54.up_proj": 4,
"model.layers.7.mlp.experts.58.down_proj": 4,
"model.layers.7.mlp.experts.59.up_proj": 4,
"model.layers.8.mlp.experts.2.up_proj": 4,
"model.layers.8.mlp.experts.2.down_proj": 4,
"model.layers.8.mlp.experts.12.down_proj": 4,
"model.layers.8.mlp.experts.19.up_proj": 4,
"model.layers.8.mlp.experts.22.down_proj": 4,
"model.layers.8.mlp.experts.31.up_proj": 4,
"model.layers.8.mlp.experts.37.up_proj": 4,
"model.layers.8.mlp.experts.38.down_proj": 4,
"model.layers.8.mlp.experts.42.up_proj": 4,
"model.layers.8.mlp.experts.46.down_proj": 4,
"model.layers.8.mlp.experts.47.up_proj": 4,
"model.layers.8.mlp.experts.54.up_proj": 4,
"model.layers.8.mlp.experts.62.down_proj": 4,
"model.layers.8.mlp.experts.63.down_proj": 4,
"model.layers.9.mlp.experts.1.up_proj": 4,
"model.layers.9.mlp.experts.19.down_proj": 4,
"model.layers.9.mlp.experts.24.up_proj": 4,
"model.layers.9.mlp.experts.62.up_proj": 4,
"model.layers.9.mlp.experts.63.down_proj": 4,
"model.layers.10.mlp.experts.51.down_proj": 4,
"model.layers.11.mlp.experts.6.down_proj": 4,
"model.layers.11.mlp.experts.47.down_proj": 4,
"model.layers.11.mlp.experts.58.down_proj": 4,
"model.layers.1.mlp.experts.3.up_proj": 4,
"model.layers.1.mlp.experts.15.up_proj": 4,
"model.layers.1.mlp.experts.18.up_proj": 4,
"model.layers.1.mlp.experts.18.down_proj": 4,
"model.layers.1.mlp.experts.37.up_proj": 4,
"model.layers.1.mlp.experts.41.down_proj": 4,
"model.layers.1.mlp.experts.53.down_proj": 4,
"model.layers.1.mlp.experts.54.up_proj": 4,
"model.layers.2.self_attn.v_proj": 4,
"model.layers.2.mlp.experts.3.up_proj": 4,
"model.layers.2.mlp.experts.6.up_proj": 4,
"model.layers.2.mlp.experts.10.up_proj": 4,
"model.layers.2.mlp.experts.23.down_proj": 4,
"model.layers.2.mlp.experts.25.down_proj": 4,
"model.layers.2.mlp.experts.27.up_proj": 4,
"model.layers.2.mlp.experts.29.up_proj": 4,
"model.layers.2.mlp.experts.45.down_proj": 4,
"model.layers.2.mlp.experts.48.up_proj": 4,
"model.layers.2.mlp.experts.48.down_proj": 4,
"model.layers.3.mlp.experts.6.up_proj": 4,
"model.layers.3.mlp.experts.19.up_proj": 4,
"model.layers.3.mlp.experts.24.up_proj": 4,
"model.layers.3.mlp.experts.29.up_proj": 4,
"model.layers.3.mlp.experts.32.up_proj": 4,
"model.layers.3.mlp.experts.44.up_proj": 4,
"model.layers.3.mlp.experts.50.down_proj": 4,
"model.layers.3.mlp.experts.54.up_proj": 4,
"model.layers.3.mlp.experts.63.up_proj": 4,
"model.layers.4.mlp.experts.4.down_proj": 4,
"model.layers.4.mlp.experts.8.down_proj": 4,
"model.layers.4.mlp.experts.12.up_proj": 4,
"model.layers.4.mlp.experts.17.down_proj": 4,
"model.layers.4.mlp.experts.25.down_proj": 4,
"model.layers.4.mlp.experts.26.down_proj": 4,
"model.layers.4.mlp.experts.33.up_proj": 4,
"model.layers.4.mlp.experts.34.down_proj": 4,
"model.layers.4.mlp.experts.37.up_proj": 4,
"model.layers.4.mlp.experts.57.up_proj": 4,
"model.layers.4.mlp.experts.62.down_proj": 4,
"model.layers.4.mlp.experts.63.down_proj": 4,
"model.layers.5.mlp.experts.5.up_proj": 4,
"model.layers.5.mlp.experts.6.up_proj": 4,
"model.layers.5.mlp.experts.11.down_proj": 4,
"model.layers.5.mlp.experts.17.down_proj": 4,
"model.layers.5.mlp.experts.31.down_proj": 4,
"model.layers.5.mlp.experts.33.down_proj": 4,
"model.layers.5.mlp.experts.38.up_proj": 4,
"model.layers.5.mlp.experts.52.up_proj": 4,
"model.layers.5.mlp.experts.57.down_proj": 4,
"model.layers.6.mlp.experts.8.up_proj": 4,
"model.layers.6.mlp.experts.10.down_proj": 4,
"model.layers.6.mlp.experts.15.down_proj": 4,
"model.layers.6.mlp.experts.16.down_proj": 4,
"model.layers.6.mlp.experts.20.up_proj": 4,
"model.layers.6.mlp.experts.22.down_proj": 4,
"model.layers.6.mlp.experts.24.up_proj": 4,
"model.layers.6.mlp.experts.30.up_proj": 4,
"model.layers.6.mlp.experts.37.up_proj": 4,
"model.layers.6.mlp.experts.42.down_proj": 4,
"model.layers.6.mlp.experts.44.down_proj": 4,
"model.layers.6.mlp.experts.45.up_proj": 4,
"model.layers.6.mlp.experts.51.up_proj": 4,
"model.layers.6.mlp.experts.52.up_proj": 4,
"model.layers.6.mlp.experts.56.up_proj": 4,
"model.layers.6.mlp.experts.61.up_proj": 4,
"model.layers.7.mlp.experts.3.up_proj": 4,
"model.layers.7.mlp.experts.22.up_proj": 4,
"model.layers.7.mlp.experts.31.down_proj": 4,
"model.layers.7.mlp.experts.37.up_proj": 4,
"model.layers.7.mlp.experts.41.up_proj": 4,
"model.layers.7.mlp.experts.53.up_proj": 4,
"model.layers.7.mlp.experts.62.down_proj": 4,
"model.layers.8.mlp.experts.7.up_proj": 4,
"model.layers.8.mlp.experts.14.up_proj": 4,
"model.layers.8.mlp.experts.21.down_proj": 4,
"model.layers.8.mlp.experts.25.down_proj": 4,
"model.layers.8.mlp.experts.39.up_proj": 4,
"model.layers.8.mlp.experts.44.up_proj": 4,
"model.layers.8.mlp.experts.59.down_proj": 4,
"model.layers.9.mlp.experts.0.down_proj": 4,
"model.layers.9.mlp.experts.17.down_proj": 4,
"model.layers.9.mlp.experts.26.down_proj": 4,
"model.layers.9.mlp.experts.31.up_proj": 4,
"model.layers.9.mlp.experts.36.up_proj": 4,
"model.layers.10.self_attn.v_proj": 4,
"model.layers.1.mlp.experts.20.up_proj": 4,
"model.layers.1.mlp.experts.29.down_proj": 4,
"model.layers.1.mlp.experts.31.up_proj": 4,
"model.layers.1.mlp.experts.45.up_proj": 4,
"model.layers.1.mlp.experts.49.up_proj": 4,
"model.layers.2.mlp.experts.1.up_proj": 4,
"model.layers.2.mlp.experts.3.down_proj": 4,
"model.layers.2.mlp.experts.19.down_proj": 4,
"model.layers.2.mlp.experts.24.down_proj": 4,
"model.layers.2.mlp.experts.28.up_proj": 4,
"model.layers.2.mlp.experts.34.up_proj": 4,
"model.layers.2.mlp.experts.49.down_proj": 4,
"model.layers.2.mlp.experts.63.down_proj": 4,
"model.layers.3.mlp.experts.17.down_proj": 4,
"model.layers.3.mlp.experts.22.up_proj": 4,
"model.layers.3.mlp.experts.27.up_proj": 4,
"model.layers.3.mlp.experts.28.down_proj": 4,
"model.layers.3.mlp.experts.29.down_proj": 4,
"model.layers.3.mlp.experts.30.down_proj": 4,
"model.layers.3.mlp.experts.35.up_proj": 4,
"model.layers.3.mlp.experts.40.up_proj": 4,
"model.layers.3.mlp.experts.45.up_proj": 4,
"model.layers.3.mlp.experts.47.up_proj": 4,
"model.layers.3.mlp.experts.57.down_proj": 4,
"model.layers.4.mlp.experts.14.gate_proj": 4,
"model.layers.4.mlp.experts.16.up_proj": 4,
"model.layers.4.mlp.experts.27.down_proj": 4,
"model.layers.4.mlp.experts.37.down_proj": 4,
"model.layers.4.mlp.experts.42.up_proj": 4,
"model.layers.4.mlp.experts.45.down_proj": 4,
"model.layers.4.mlp.experts.49.down_proj": 4,
"model.layers.4.mlp.experts.56.down_proj": 4,
"model.layers.5.mlp.experts.0.up_proj": 4,
"model.layers.5.mlp.experts.1.down_proj": 4,
"model.layers.5.mlp.experts.5.down_proj": 4,
"model.layers.5.mlp.experts.12.down_proj": 4,
"model.layers.5.mlp.experts.16.down_proj": 4,
"model.layers.5.mlp.experts.18.down_proj": 4,
"model.layers.5.mlp.experts.27.up_proj": 4,
"model.layers.5.mlp.experts.29.up_proj": 4,
"model.layers.5.mlp.experts.36.up_proj": 4,
"model.layers.5.mlp.experts.40.down_proj": 4,
"model.layers.5.mlp.experts.46.down_proj": 4,
"model.layers.5.mlp.experts.50.down_proj": 4,
"model.layers.5.mlp.experts.55.up_proj": 4,
"model.layers.5.mlp.experts.59.up_proj": 4,
"model.layers.5.mlp.experts.63.down_proj": 4,
"model.layers.6.mlp.experts.4.up_proj": 4,
"model.layers.6.mlp.experts.5.up_proj": 4,
"model.layers.6.mlp.experts.6.up_proj": 4,
"model.layers.6.mlp.experts.7.up_proj": 4,
"model.layers.6.mlp.experts.18.down_proj": 4,
"model.layers.6.mlp.experts.25.up_proj": 4,
"model.layers.6.mlp.experts.26.down_proj": 4,
"model.layers.6.mlp.experts.28.up_proj": 4,
"model.layers.6.mlp.experts.29.down_proj": 4,
"model.layers.6.mlp.experts.34.down_proj": 4,
"model.layers.6.mlp.experts.39.down_proj": 4,
"model.layers.6.mlp.experts.58.down_proj": 4,
"model.layers.7.mlp.experts.0.down_proj": 4,
"model.layers.7.mlp.experts.5.down_proj": 4,
"model.layers.7.mlp.experts.10.down_proj": 4,
"model.layers.7.mlp.experts.21.up_proj": 4,
"model.layers.7.mlp.experts.23.up_proj": 4,
"model.layers.7.mlp.experts.33.up_proj": 4,
"model.layers.7.mlp.experts.38.up_proj": 4,
"model.layers.7.mlp.experts.54.down_proj": 4,
"model.layers.7.mlp.experts.59.down_proj": 4,
"model.layers.8.mlp.experts.24.down_proj": 4,
"model.layers.8.mlp.experts.37.down_proj": 4,
"model.layers.8.mlp.experts.42.down_proj": 4,
"model.layers.8.mlp.experts.45.up_proj": 4,
"model.layers.8.mlp.experts.47.down_proj": 4,
"model.layers.8.mlp.experts.50.down_proj": 4,
"model.layers.8.mlp.experts.57.down_proj": 4,
"model.layers.8.mlp.experts.58.down_proj": 4,
"model.layers.8.mlp.experts.61.up_proj": 4,
"model.layers.9.mlp.experts.10.down_proj": 4,
"model.layers.9.mlp.experts.27.down_proj": 4,
"model.layers.1.mlp.experts.1.down_proj": 4,
"model.layers.1.mlp.experts.3.down_proj": 4,
"model.layers.1.mlp.experts.20.down_proj": 4,
"model.layers.1.mlp.experts.31.down_proj": 4,
"model.layers.1.mlp.experts.37.down_proj": 4,
"model.layers.1.mlp.experts.38.down_proj": 4,
"model.layers.1.mlp.experts.42.up_proj": 4,
"model.layers.1.mlp.experts.46.down_proj": 4,
"model.layers.1.mlp.experts.49.down_proj": 4,
"model.layers.2.mlp.experts.2.up_proj": 4,
"model.layers.2.mlp.experts.6.down_proj": 4,
"model.layers.2.mlp.experts.10.down_proj": 4,
"model.layers.2.mlp.experts.11.up_proj": 4,
"model.layers.2.mlp.experts.20.down_proj": 4,
"model.layers.2.mlp.experts.27.down_proj": 4,
"model.layers.2.mlp.experts.39.up_proj": 4,
"model.layers.2.mlp.experts.50.down_proj": 4,
"model.layers.2.mlp.experts.59.down_proj": 4,
"model.layers.3.mlp.experts.0.down_proj": 4,
"model.layers.3.mlp.experts.3.down_proj": 4,
"model.layers.3.mlp.experts.4.down_proj": 4,
"model.layers.3.mlp.experts.10.up_proj": 4,
"model.layers.3.mlp.experts.14.up_proj": 4,
"model.layers.3.mlp.experts.25.up_proj": 4,
"model.layers.3.mlp.experts.28.up_proj": 4,
"model.layers.3.mlp.experts.36.up_proj": 4,
"model.layers.3.mlp.experts.41.up_proj": 4,
"model.layers.3.mlp.experts.44.down_proj": 4,
"model.layers.3.mlp.experts.46.down_proj": 4,
"model.layers.3.mlp.experts.47.down_proj": 4,
"model.layers.3.mlp.experts.52.down_proj": 4,
"model.layers.3.mlp.experts.53.up_proj": 4,
"model.layers.3.mlp.experts.60.down_proj": 4,
"model.layers.4.mlp.experts.5.up_proj": 4,
"model.layers.4.mlp.experts.6.up_proj": 4,
"model.layers.4.mlp.experts.9.down_proj": 4,
"model.layers.4.mlp.experts.18.down_proj": 4,
"model.layers.4.mlp.experts.22.up_proj": 4,
"model.layers.4.mlp.experts.29.up_proj": 4,
"model.layers.4.mlp.experts.30.up_proj": 4,
"model.layers.4.mlp.experts.31.down_proj": 4,
"model.layers.4.mlp.experts.38.down_proj": 4,
"model.layers.4.mlp.experts.43.down_proj": 4,
"model.layers.5.mlp.experts.8.down_proj": 4,
"model.layers.5.mlp.experts.20.down_proj": 4,
"model.layers.5.mlp.experts.21.down_proj": 4,
"model.layers.5.mlp.experts.24.up_proj": 4,
"model.layers.5.mlp.experts.26.up_proj": 4,
"model.layers.5.mlp.experts.28.down_proj": 4,
"model.layers.5.mlp.experts.29.down_proj": 4,
"model.layers.5.mlp.experts.32.up_proj": 4,
"model.layers.5.mlp.experts.34.down_proj": 4,
"model.layers.5.mlp.experts.36.down_proj": 4,
"model.layers.5.mlp.experts.37.up_proj": 4,
"model.layers.5.mlp.experts.44.up_proj": 4,
"model.layers.5.mlp.experts.48.down_proj": 4,
"model.layers.5.mlp.experts.51.up_proj": 4,
"model.layers.5.mlp.experts.54.up_proj": 4,
"model.layers.5.mlp.experts.62.up_proj": 4,
"model.layers.6.mlp.experts.12.up_proj": 4,
"model.layers.6.mlp.experts.36.down_proj": 4,
"model.layers.6.mlp.experts.41.up_proj": 4,
"model.layers.6.mlp.experts.46.down_proj": 4,
"model.layers.6.mlp.experts.48.down_proj": 4,
"model.layers.6.mlp.experts.52.down_proj": 4,
"model.layers.6.mlp.experts.54.down_proj": 4,
"model.layers.6.mlp.experts.60.down_proj": 4,
"model.layers.7.mlp.experts.4.down_proj": 4,
"model.layers.7.mlp.experts.11.up_proj": 4,
"model.layers.7.mlp.experts.20.down_proj": 4,
"model.layers.7.mlp.experts.28.down_proj": 4,
"model.layers.7.mlp.experts.30.down_proj": 4,
"model.layers.7.mlp.experts.37.down_proj": 4,
"model.layers.7.mlp.experts.40.up_proj": 4,
"model.layers.7.mlp.experts.41.down_proj": 4,
"model.layers.7.mlp.experts.46.down_proj": 4,
"model.layers.7.mlp.experts.53.down_proj": 4,
"model.layers.7.mlp.experts.56.up_proj": 4,
"model.layers.8.mlp.experts.7.down_proj": 4,
"model.layers.8.mlp.experts.15.down_proj": 4,
"model.layers.8.mlp.experts.33.up_proj": 4,
"model.layers.8.mlp.experts.36.down_proj": 4,
"model.layers.8.mlp.experts.54.down_proj": 4,
"model.layers.8.mlp.experts.60.down_proj": 4,
"model.layers.9.mlp.experts.36.down_proj": 4,
"model.layers.9.mlp.experts.40.down_proj": 4,
"model.layers.1.mlp.experts.0.up_proj": 4,
"model.layers.1.mlp.experts.1.up_proj": 4,
"model.layers.1.mlp.experts.15.down_proj": 4,
"model.layers.1.mlp.experts.32.up_proj": 4,
"model.layers.1.mlp.experts.50.down_proj": 4,
"model.layers.1.mlp.experts.54.down_proj": 4,
"model.layers.1.mlp.experts.55.up_proj": 4,
"model.layers.2.mlp.experts.1.down_proj": 4,
"model.layers.2.mlp.experts.14.up_proj": 4,
"model.layers.2.mlp.experts.21.up_proj": 4,
"model.layers.2.mlp.experts.22.up_proj": 4,
"model.layers.2.mlp.experts.34.down_proj": 4,
"model.layers.2.mlp.experts.36.up_proj": 4,
"model.layers.2.mlp.experts.38.up_proj": 4,
"model.layers.2.mlp.experts.40.down_proj": 4,
"model.layers.2.mlp.experts.42.up_proj": 4,
"model.layers.2.mlp.experts.51.up_proj": 4,
"model.layers.3.mlp.experts.1.down_proj": 4,
"model.layers.3.mlp.experts.9.up_proj": 4,
"model.layers.3.mlp.experts.22.down_proj": 4,
"model.layers.3.mlp.experts.23.down_proj": 4,
"model.layers.3.mlp.experts.32.down_proj": 4,
"model.layers.3.mlp.experts.33.down_proj": 4,
"model.layers.3.mlp.experts.36.down_proj": 4,
"model.layers.3.mlp.experts.38.down_proj": 4,
"model.layers.3.mlp.experts.42.up_proj": 4,
"model.layers.3.mlp.experts.58.up_proj": 4,
"model.layers.3.mlp.experts.59.up_proj": 4,
"model.layers.4.mlp.experts.2.up_proj": 4,
"model.layers.4.mlp.experts.3.down_proj": 4,
"model.layers.4.mlp.experts.12.down_proj": 4,
"model.layers.4.mlp.experts.13.up_proj": 4,
"model.layers.4.mlp.experts.20.up_proj": 4,
"model.layers.4.mlp.experts.21.up_proj": 4,
"model.layers.4.mlp.experts.23.down_proj": 4,
"model.layers.4.mlp.experts.39.down_proj": 4,
"model.layers.4.mlp.experts.47.up_proj": 4,
"model.layers.4.mlp.experts.59.up_proj": 4,
"model.layers.5.mlp.experts.10.up_proj": 4,
"model.layers.5.mlp.experts.15.down_proj": 4,
"model.layers.5.mlp.experts.23.up_proj": 4,
"model.layers.5.mlp.experts.38.down_proj": 4,
"model.layers.5.mlp.experts.42.down_proj": 4,
"model.layers.5.mlp.experts.43.up_proj": 4,
"model.layers.6.mlp.experts.3.up_proj": 4,
"model.layers.6.mlp.experts.8.down_proj": 4,
"model.layers.6.mlp.experts.9.down_proj": 4,
"model.layers.6.mlp.experts.25.down_proj": 4,
"model.layers.6.mlp.experts.33.down_proj": 4,
"model.layers.6.mlp.experts.35.down_proj": 4,
"model.layers.6.mlp.experts.43.down_proj": 4,
"model.layers.6.mlp.experts.51.down_proj": 4,
"model.layers.6.mlp.experts.56.down_proj": 4,
"model.layers.7.mlp.experts.8.up_proj": 4,
"model.layers.7.mlp.experts.24.down_proj": 4,
"model.layers.7.mlp.experts.29.up_proj": 4,
"model.layers.7.mlp.experts.32.down_proj": 4,
"model.layers.7.mlp.experts.45.up_proj": 4,
"model.layers.7.mlp.experts.48.down_proj": 4,
"model.layers.7.mlp.experts.49.up_proj": 4,
"model.layers.8.mlp.experts.14.down_proj": 4,
"model.layers.8.mlp.experts.19.down_proj": 4,
"model.layers.8.mlp.experts.45.down_proj": 4,
"model.layers.9.mlp.experts.44.down_proj": 4,
"model.layers.9.mlp.experts.62.down_proj": 4,
"model.layers.10.self_attn.o_proj": 4,
"model.layers.11.mlp.experts.9.down_proj": 4,
"model.layers.1.mlp.experts.16.up_proj": 4,
"model.layers.1.mlp.experts.17.up_proj": 4,
"model.layers.1.mlp.experts.17.down_proj": 4,
"model.layers.1.mlp.experts.32.down_proj": 4,
"model.layers.1.mlp.experts.44.up_proj": 4,
"model.layers.1.mlp.experts.45.down_proj": 4,
"model.layers.1.mlp.experts.47.up_proj": 4,
"model.layers.1.mlp.experts.52.up_proj": 4,
"model.layers.1.mlp.experts.61.up_proj": 4,
"model.layers.1.mlp.experts.62.up_proj": 4,
"model.layers.2.mlp.experts.2.down_proj": 4,
"model.layers.2.mlp.experts.13.down_proj": 4,
"model.layers.2.mlp.experts.21.down_proj": 4,
"model.layers.2.mlp.experts.22.down_proj": 4,
"model.layers.2.mlp.experts.26.up_proj": 4,
"model.layers.2.mlp.experts.26.down_proj": 4,
"model.layers.2.mlp.experts.39.down_proj": 4,
"model.layers.2.mlp.experts.54.up_proj": 4,
"model.layers.3.mlp.experts.10.down_proj": 4,
"model.layers.3.mlp.experts.14.down_proj": 4,
"model.layers.3.mlp.experts.19.down_proj": 4,
"model.layers.3.mlp.experts.23.up_proj": 4,
"model.layers.3.mlp.experts.25.down_proj": 4,
"model.layers.3.mlp.experts.31.up_proj": 4,
"model.layers.3.mlp.experts.43.up_proj": 4,
"model.layers.3.mlp.experts.49.up_proj": 4,
"model.layers.3.mlp.experts.56.up_proj": 4,
"model.layers.3.mlp.experts.59.down_proj": 4,
"model.layers.3.mlp.experts.63.down_proj": 4,
"model.layers.4.mlp.experts.0.down_proj": 4,
"model.layers.4.mlp.experts.1.down_proj": 4,
"model.layers.4.mlp.experts.5.down_proj": 4,
"model.layers.4.mlp.experts.6.down_proj": 4,
"model.layers.4.mlp.experts.10.up_proj": 4,
"model.layers.4.mlp.experts.19.down_proj": 4,
"model.layers.4.mlp.experts.24.down_proj": 4,
"model.layers.4.mlp.experts.29.down_proj": 4,
"model.layers.4.mlp.experts.33.down_proj": 4,
"model.layers.4.mlp.experts.41.up_proj": 4,
"model.layers.4.mlp.experts.42.down_proj": 4,
"model.layers.4.mlp.experts.44.up_proj": 4,
"model.layers.4.mlp.experts.46.down_proj": 4,
"model.layers.5.mlp.experts.4.down_proj": 4,
"model.layers.5.mlp.experts.6.down_proj": 4,
"model.layers.5.mlp.experts.24.down_proj": 4,
"model.layers.5.mlp.experts.25.up_proj": 4,
"model.layers.5.mlp.experts.30.up_proj": 4,
"model.layers.5.mlp.experts.32.down_proj": 4,
"model.layers.5.mlp.experts.37.down_proj": 4,
"model.layers.5.mlp.experts.41.up_proj": 4,
"model.layers.5.mlp.experts.52.down_proj": 4,
"model.layers.5.mlp.experts.53.up_proj": 4,
"model.layers.5.mlp.experts.54.down_proj": 4,
"model.layers.5.mlp.experts.62.down_proj": 4,
"model.layers.6.mlp.experts.4.down_proj": 4,
"model.layers.6.mlp.experts.6.down_proj": 4,
"model.layers.6.mlp.experts.7.down_proj": 4,
"model.layers.6.mlp.experts.20.down_proj": 4,
"model.layers.6.mlp.experts.40.up_proj": 4,
"model.layers.6.mlp.experts.45.down_proj": 4,
"model.layers.6.mlp.experts.61.down_proj": 4,
"model.layers.7.mlp.experts.3.down_proj": 4,
"model.layers.7.mlp.experts.11.down_proj": 4,
"model.layers.7.mlp.experts.22.down_proj": 4,
"model.layers.7.mlp.experts.23.down_proj": 4,
"model.layers.7.mlp.experts.38.down_proj": 4,
"model.layers.7.mlp.experts.42.up_proj": 4,
"model.layers.8.mlp.experts.8.up_proj": 4,
"model.layers.8.mlp.experts.31.down_proj": 4,
"model.layers.8.mlp.experts.33.down_proj": 4,
"model.layers.8.mlp.experts.39.down_proj": 4,
"model.layers.8.mlp.experts.44.down_proj": 4,
"model.layers.8.mlp.experts.61.down_proj": 4,
"model.layers.9.mlp.experts.31.down_proj": 4,
"model.layers.9.mlp.experts.37.down_proj": 4,
"model.layers.1.mlp.experts.10.up_proj": 4,
"model.layers.1.mlp.experts.44.down_proj": 4,
"model.layers.1.mlp.experts.55.down_proj": 4,
"model.layers.1.mlp.experts.57.up_proj": 4,
"model.layers.1.mlp.experts.61.down_proj": 4,
"model.layers.1.mlp.shared_experts.down_proj": 4,
"model.layers.2.mlp.experts.29.down_proj": 4,
"model.layers.2.mlp.experts.38.down_proj": 4,
"model.layers.2.mlp.experts.57.up_proj": 4,
"model.layers.3.mlp.experts.2.up_proj": 4,
"model.layers.3.mlp.experts.2.down_proj": 4,
"model.layers.3.mlp.experts.6.down_proj": 4,
"model.layers.3.mlp.experts.15.up_proj": 4,
"model.layers.3.mlp.experts.18.up_proj": 4,
"model.layers.3.mlp.experts.27.down_proj": 4,
"model.layers.3.mlp.experts.39.up_proj": 4,
"model.layers.3.mlp.experts.40.down_proj": 4,
"model.layers.3.mlp.experts.41.down_proj": 4,
"model.layers.3.mlp.experts.43.down_proj": 4,
"model.layers.3.mlp.experts.45.down_proj": 4,
"model.layers.3.mlp.experts.55.up_proj": 4,
"model.layers.3.mlp.experts.55.down_proj": 4,
"model.layers.4.mlp.experts.13.down_proj": 4,
"model.layers.4.mlp.experts.15.up_proj": 4,
"model.layers.4.mlp.experts.16.down_proj": 4,
"model.layers.4.mlp.experts.22.down_proj": 4,
"model.layers.4.mlp.experts.28.up_proj": 4,
"model.layers.4.mlp.experts.32.down_proj": 4,
"model.layers.4.mlp.experts.35.up_proj": 4,
"model.layers.4.mlp.experts.52.up_proj": 4,
"model.layers.4.mlp.experts.57.down_proj": 4,
"model.layers.4.mlp.experts.60.down_proj": 4,
"model.layers.4.mlp.experts.61.up_proj": 4,
"model.layers.5.mlp.experts.9.up_proj": 4,
"model.layers.5.mlp.experts.13.up_proj": 4,
"model.layers.5.mlp.experts.26.down_proj": 4,
"model.layers.5.mlp.experts.27.down_proj": 4,
"model.layers.5.mlp.experts.44.down_proj": 4,
"model.layers.5.mlp.experts.47.up_proj": 4,
"model.layers.5.mlp.experts.51.down_proj": 4,
"model.layers.5.mlp.experts.55.down_proj": 4,
"model.layers.5.mlp.experts.59.down_proj": 4,
"model.layers.5.mlp.experts.61.up_proj": 4,
"model.layers.6.mlp.experts.5.down_proj": 4,
"model.layers.6.mlp.experts.12.down_proj": 4,
"model.layers.6.mlp.experts.19.down_proj": 4,
"model.layers.6.mlp.experts.24.down_proj": 4,
"model.layers.6.mlp.experts.28.down_proj": 4,
"model.layers.6.mlp.experts.37.down_proj": 4,
"model.layers.7.mlp.experts.21.down_proj": 4,
"model.layers.7.mlp.experts.33.down_proj": 4,
"model.layers.7.mlp.experts.40.down_proj": 4,
"model.layers.7.mlp.experts.56.down_proj": 4,
"model.layers.1.mlp.experts.5.up_proj": 4,
"model.layers.1.mlp.experts.10.down_proj": 4,
"model.layers.1.mlp.experts.28.up_proj": 4,
"model.layers.1.mlp.experts.28.down_proj": 4,
"model.layers.1.mlp.experts.42.down_proj": 4,
"model.layers.1.mlp.experts.47.down_proj": 4,
"model.layers.1.mlp.experts.48.up_proj": 4,
"model.layers.1.mlp.experts.48.down_proj": 4,
"model.layers.1.mlp.experts.57.down_proj": 4,
"model.layers.2.mlp.experts.0.up_proj": 4,
"model.layers.2.mlp.experts.11.down_proj": 4,
"model.layers.2.mlp.experts.14.down_proj": 4,
"model.layers.2.mlp.experts.42.down_proj": 4,
"model.layers.2.mlp.experts.43.up_proj": 4,
"model.layers.2.mlp.experts.51.down_proj": 4,
"model.layers.2.mlp.experts.56.up_proj": 4,
"model.layers.3.mlp.experts.8.up_proj": 4,
"model.layers.3.mlp.experts.9.down_proj": 4,
"model.layers.3.mlp.experts.15.down_proj": 4,
"model.layers.3.mlp.experts.16.up_proj": 4,
"model.layers.3.mlp.experts.24.down_proj": 4,
"model.layers.3.mlp.experts.35.down_proj": 4,
"model.layers.3.mlp.experts.49.down_proj": 4,
"model.layers.3.mlp.experts.53.down_proj": 4,
"model.layers.3.mlp.experts.56.down_proj": 4,
"model.layers.3.mlp.experts.58.down_proj": 4,
"model.layers.4.mlp.experts.2.down_proj": 4,
"model.layers.4.mlp.experts.21.down_proj": 4,
"model.layers.4.mlp.experts.35.down_proj": 4,
"model.layers.4.mlp.experts.41.down_proj": 4,
"model.layers.4.mlp.experts.47.down_proj": 4,
"model.layers.4.mlp.experts.51.up_proj": 4,
"model.layers.4.mlp.experts.53.down_proj": 4,
"model.layers.5.mlp.experts.0.down_proj": 4,
"model.layers.5.mlp.experts.10.down_proj": 4,
"model.layers.5.mlp.experts.14.up_proj": 4,
"model.layers.5.mlp.experts.23.down_proj": 4,
"model.layers.5.mlp.experts.30.down_proj": 4,
"model.layers.5.mlp.experts.45.up_proj": 4,
"model.layers.5.mlp.experts.53.down_proj": 4,
"model.layers.5.mlp.experts.61.down_proj": 4,
"model.layers.6.mlp.experts.3.down_proj": 4,
"model.layers.6.mlp.experts.30.down_proj": 4,
"model.layers.6.mlp.experts.40.down_proj": 4,
"model.layers.7.mlp.experts.8.down_proj": 4,
"model.layers.7.mlp.experts.29.down_proj": 4,
"model.layers.7.mlp.experts.45.down_proj": 4,
"model.sam_model.blocks.11.attn.proj": 4,
"model.vision_model.transformer.layers.3.mlp.fc2": 4,
"model.layers.1.mlp.experts.5.down_proj": 4,
"model.layers.1.mlp.experts.8.up_proj": 4,
"model.layers.1.mlp.experts.22.down_proj": 4,
"model.layers.1.mlp.experts.59.up_proj": 4,
"model.layers.1.mlp.experts.59.down_proj": 4,
"model.layers.1.mlp.shared_experts.up_proj": 4,
"model.layers.2.mlp.experts.17.up_proj": 4,
"model.layers.2.mlp.experts.18.up_proj": 4,
"model.layers.2.mlp.experts.53.up_proj": 4,
"model.layers.2.mlp.experts.54.down_proj": 4,
"model.layers.3.mlp.experts.5.up_proj": 4,
"model.layers.3.mlp.experts.16.down_proj": 4,
"model.layers.3.mlp.experts.18.down_proj": 4,
"model.layers.3.mlp.experts.20.up_proj": 4,
"model.layers.3.mlp.experts.34.up_proj": 4,
"model.layers.4.mlp.experts.10.down_proj": 4,
"model.layers.4.mlp.experts.15.down_proj": 4,
"model.layers.4.mlp.experts.28.down_proj": 4,
"model.layers.4.mlp.experts.52.down_proj": 4,
"model.layers.4.mlp.experts.55.up_proj": 4,
"model.layers.4.mlp.experts.59.down_proj": 4,
"model.layers.5.mlp.experts.43.down_proj": 4,
"model.layers.5.mlp.experts.47.down_proj": 4,
"model.layers.6.mlp.experts.41.down_proj": 4,
"model.layers.7.mlp.experts.42.down_proj": 4,
"model.layers.7.mlp.experts.49.down_proj": 4,
"model.layers.1.mlp.experts.2.up_proj": 4,
"model.layers.1.mlp.experts.13.up_proj": 4,
"model.layers.1.mlp.experts.14.up_proj": 4,
"model.layers.1.mlp.experts.16.down_proj": 4,
"model.layers.1.mlp.experts.22.up_proj": 4,
"model.layers.1.mlp.experts.33.up_proj": 4,
"model.layers.1.mlp.experts.60.up_proj": 4,
"model.layers.1.mlp.experts.62.down_proj": 4,
"model.layers.2.mlp.experts.28.down_proj": 4,
"model.layers.2.mlp.experts.36.down_proj": 4,
"model.layers.3.mlp.experts.31.down_proj": 4,
"model.layers.3.mlp.experts.34.down_proj": 4,
"model.layers.3.mlp.experts.42.down_proj": 4,
"model.layers.4.mlp.experts.30.down_proj": 4,
"model.layers.4.mlp.experts.44.down_proj": 4,
"model.layers.4.mlp.experts.51.down_proj": 4,
"model.layers.5.mlp.experts.9.down_proj": 4,
"model.layers.5.mlp.experts.13.down_proj": 4,
"model.layers.5.mlp.experts.14.down_proj": 4,
"model.layers.5.mlp.experts.25.down_proj": 4,
"model.layers.5.mlp.experts.41.down_proj": 4,
"model.layers.5.mlp.experts.45.down_proj": 4,
"model.layers.8.mlp.experts.8.down_proj": 4,
"model.layers.1.mlp.experts.2.down_proj": 4,
"model.layers.1.mlp.experts.13.down_proj": 4,
"model.layers.1.mlp.experts.33.down_proj": 4,
"model.layers.1.mlp.experts.35.up_proj": 4,
"model.layers.1.mlp.experts.52.down_proj": 4,
"model.layers.2.mlp.experts.30.up_proj": 4,
"model.layers.2.mlp.experts.41.up_proj": 4,
"model.layers.2.mlp.experts.57.down_proj": 4,
"model.layers.3.mlp.experts.61.up_proj": 4,
"model.layers.4.mlp.experts.14.up_proj": 4,
"model.layers.4.mlp.experts.20.down_proj": 4,
"model.layers.4.mlp.experts.61.down_proj": 4,
"model.layers.5.mlp.experts.35.up_proj": 4,
"model.layers.8.self_attn.v_proj": 4,
"model.layers.1.mlp.experts.0.down_proj": 4,
"model.layers.1.mlp.experts.8.down_proj": 4,
"model.layers.1.mlp.experts.24.up_proj": 4,
"model.layers.1.mlp.experts.60.down_proj": 4,
"model.layers.2.mlp.experts.0.down_proj": 4,
"model.layers.2.mlp.experts.17.down_proj": 4,
"model.layers.2.mlp.experts.30.down_proj": 4,
"model.layers.2.mlp.experts.43.down_proj": 4,
"model.layers.3.mlp.experts.5.down_proj": 4,
"model.layers.3.mlp.experts.11.up_proj": 4,
"model.layers.3.mlp.experts.20.down_proj": 4,
"model.layers.3.mlp.experts.39.down_proj": 4,
"model.layers.3.mlp.experts.61.down_proj": 4,
"model.layers.1.mlp.experts.51.up_proj": 4,
"model.layers.1.mlp.experts.51.down_proj": 4,
"model.layers.2.mlp.experts.53.down_proj": 4,
"model.layers.2.mlp.experts.56.down_proj": 4,
"model.layers.4.mlp.experts.55.down_proj": 4,
"model.layers.1.mlp.experts.24.down_proj": 4,
"model.layers.1.mlp.experts.25.up_proj": 4,
"model.layers.1.mlp.experts.58.down_proj": 4,
"model.layers.2.self_attn.o_proj": 4,
"model.layers.2.mlp.experts.41.down_proj": 4,
"model.layers.3.mlp.experts.8.down_proj": 4,
"model.layers.3.mlp.experts.11.down_proj": 4,
"model.layers.4.mlp.experts.14.down_proj": 4,
"model.layers.5.mlp.experts.35.down_proj": 4,
"model.layers.1.mlp.experts.19.up_proj": 4,
"model.layers.1.mlp.experts.58.up_proj": 4,
"model.layers.9.self_attn.v_proj": 4,
"model.layers.1.mlp.experts.14.down_proj": 4,
"model.layers.1.mlp.experts.25.down_proj": 4,
"model.vision_model.transformer.layers.0.self_attn.qkv_proj": 4,
"model.layers.1.mlp.experts.19.down_proj": 4,
"model.layers.1.mlp.experts.23.up_proj": 4,
"model.layers.8.self_attn.o_proj": 4,
"model.layers.9.mlp.shared_experts.gate_proj": 4,
"model.layers.1.mlp.experts.35.down_proj": 4,
"model.layers.9.self_attn.o_proj": 4,
"model.layers.1.mlp.experts.23.down_proj": 4,
"model.layers.2.mlp.experts.18.down_proj": 4,
"model.layers.2.mlp.shared_experts.down_proj": 4,
"model.layers.6.self_attn.v_proj": 4,
"model.layers.7.self_attn.v_proj": 4,
"model.vision_model.transformer.layers.2.mlp.fc2": 4,
"model.layers.2.mlp.shared_experts.up_proj": 4,
"model.layers.8.mlp.shared_experts.gate_proj": 4,
"model.layers.11.mlp.shared_experts.up_proj": 4,
"model.layers.6.self_attn.o_proj": 4,
"model.layers.7.self_attn.o_proj": 4,
"model.layers.4.self_attn.v_proj": 4,
"model.layers.6.mlp.shared_experts.down_proj": 4,
"model.layers.6.mlp.shared_experts.up_proj": 4,
"model.vision_model.transformer.layers.1.mlp.fc2": 4,
"model.layers.0.self_attn.v_proj": 4,
"model.layers.5.mlp.shared_experts.down_proj": 4,
"model.projector.layers": 4,
"model.layers.4.mlp.shared_experts.down_proj": 4,
"model.layers.5.self_attn.v_proj": 4,
"model.layers.7.mlp.shared_experts.up_proj": 4,
"model.sam_model.blocks.5.attn.proj": 4,
"model.layers.2.mlp.shared_experts.gate_proj": 4,
"model.layers.3.mlp.shared_experts.down_proj": 4,
"model.layers.6.mlp.shared_experts.gate_proj": 4,
"model.layers.7.mlp.shared_experts.gate_proj": 4,
"model.layers.7.mlp.shared_experts.down_proj": 4,
"model.layers.4.self_attn.o_proj": 4,
"model.layers.5.mlp.shared_experts.up_proj": 4,
"model.sam_model.blocks.1.attn.proj": 4,
"model.layers.1.mlp.shared_experts.gate_proj": 4,
"model.sam_model.blocks.2.attn.proj": 4,
"model.layers.4.mlp.shared_experts.gate_proj": 4,
"model.layers.3.mlp.shared_experts.gate_proj": 4,
"model.layers.3.mlp.shared_experts.up_proj": 4,
"model.layers.4.mlp.shared_experts.up_proj": 4,
"model.layers.1.self_attn.v_proj": 4,
"model.layers.3.self_attn.v_proj": 4,
"model.layers.5.self_attn.o_proj": 4,
"model.layers.1.self_attn.o_proj": 4,
"model.layers.5.mlp.shared_experts.gate_proj": 4,
"model.layers.3.self_attn.o_proj": 4,
"model.layers.9.mlp.shared_experts.down_proj": 4,
"model.vision_model.transformer.layers.0.mlp.fc2": 4,
"model.layers.11.mlp.shared_experts.down_proj": 4,
"model.sam_model.blocks.10.attn.proj": 4,
"model.layers.8.mlp.shared_experts.down_proj": 4,
"model.sam_model.blocks.6.attn.proj": 4,
"model.sam_model.blocks.8.attn.proj": 4,
"model.layers.0.self_attn.o_proj": 4,
"model.layers.8.mlp.shared_experts.up_proj": 4,
"model.layers.9.mlp.shared_experts.up_proj": 4,
"model.layers.10.mlp.shared_experts.down_proj": 4,
"model.sam_model.blocks.0.attn.proj": 4,
"model.sam_model.blocks.4.attn.proj": 4,
"model.sam_model.blocks.3.attn.proj": 4,
"model.layers.10.mlp.shared_experts.up_proj": 4,
"model.sam_model.blocks.7.attn.proj": 4,
"model.sam_model.blocks.9.attn.proj": 4,
"model.vision_model.transformer.layers.16.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.18.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.20.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.9.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.12.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.15.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.17.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.19.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.11.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.13.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.21.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.10.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.14.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.8.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.7.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.6.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.5.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.4.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.3.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.2.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.1.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.23.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.0.self_attn.out_proj": 4,
"model.vision_model.transformer.layers.22.self_attn.out_proj": 4
},
"sensitivity_scores": {
"model.layers.0.self_attn.q_proj": 0.01250985657349271,
"model.layers.0.self_attn.k_proj": 0.011231165952692773,
"model.layers.0.self_attn.v_proj": 0.0026213157726398695,
"model.layers.0.self_attn.o_proj": 0.0018541014001599077,
"model.layers.0.mlp.gate_proj": 0.017624619056692454,
"model.layers.0.mlp.up_proj": 0.01711314280837248,
"model.layers.0.mlp.down_proj": 0.016772158642825833,
"model.layers.1.self_attn.q_proj": 0.012936086780426022,
"model.layers.1.self_attn.k_proj": 0.012424610532106048,
"model.layers.1.self_attn.v_proj": 0.0021950855657065574,
"model.layers.1.self_attn.o_proj": 0.0021524625450132263,
"model.layers.1.mlp.experts.0.gate_proj": 0.005562304200479723,
"model.layers.1.mlp.experts.0.up_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.0.down_proj": 0.0033885301451198314,
"model.layers.1.mlp.experts.1.gate_proj": 0.004198367538293124,
"model.layers.1.mlp.experts.1.up_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.1.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.2.gate_proj": 0.004155744517599793,
"model.layers.1.mlp.experts.2.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.2.down_proj": 0.0034311531658131624,
"model.layers.1.mlp.experts.3.gate_proj": 0.004368859621066449,
"model.layers.1.mlp.experts.3.up_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.3.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.4.gate_proj": 0.004539351703839774,
"model.layers.1.mlp.experts.4.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.4.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.5.gate_proj": 0.004496728683146442,
"model.layers.1.mlp.experts.5.up_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.5.down_proj": 0.003516399207199825,
"model.layers.1.mlp.experts.6.gate_proj": 0.004667220765919767,
"model.layers.1.mlp.experts.6.up_proj": 0.003942629414133137,
"model.layers.1.mlp.experts.6.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.7.gate_proj": 0.0048377128486930925,
"model.layers.1.mlp.experts.7.up_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.7.down_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.8.gate_proj": 0.004368859621066449,
"model.layers.1.mlp.experts.8.up_proj": 0.003516399207199825,
"model.layers.1.mlp.experts.8.down_proj": 0.0033885301451198314,
"model.layers.1.mlp.experts.9.gate_proj": 0.005263943055626405,
"model.layers.1.mlp.experts.9.up_proj": 0.004240990558986455,
"model.layers.1.mlp.experts.9.down_proj": 0.004198367538293124,
"model.layers.1.mlp.experts.10.gate_proj": 0.004454105662453111,
"model.layers.1.mlp.experts.10.up_proj": 0.0036016452485864874,
"model.layers.1.mlp.experts.10.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.11.gate_proj": 0.004624597745226436,
"model.layers.1.mlp.experts.11.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.11.down_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.12.gate_proj": 0.004539351703839774,
"model.layers.1.mlp.experts.12.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.12.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.13.gate_proj": 0.004283613579679786,
"model.layers.1.mlp.experts.13.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.13.down_proj": 0.0034311531658131624,
"model.layers.1.mlp.experts.14.gate_proj": 0.00543443513839973,
"model.layers.1.mlp.experts.14.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.14.down_proj": 0.0032180380623465063,
"model.layers.1.mlp.experts.15.gate_proj": 0.004496728683146442,
"model.layers.1.mlp.experts.15.up_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.15.down_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.16.gate_proj": 0.004581974724533105,
"model.layers.1.mlp.experts.16.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.16.down_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.17.gate_proj": 0.004198367538293124,
"model.layers.1.mlp.experts.17.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.17.down_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.18.gate_proj": 0.004283613579679786,
"model.layers.1.mlp.experts.18.up_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.18.down_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.19.gate_proj": 0.0048377128486930925,
"model.layers.1.mlp.experts.19.up_proj": 0.003260661083039838,
"model.layers.1.mlp.experts.19.down_proj": 0.0031754150416531753,
"model.layers.1.mlp.experts.20.gate_proj": 0.0047098437866130985,
"model.layers.1.mlp.experts.20.up_proj": 0.003772137331359812,
"model.layers.1.mlp.experts.20.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.21.gate_proj": 0.004624597745226436,
"model.layers.1.mlp.experts.21.up_proj": 0.004027875455519799,
"model.layers.1.mlp.experts.21.down_proj": 0.003942629414133137,
"model.layers.1.mlp.experts.22.gate_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.22.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.22.down_proj": 0.003516399207199825,
"model.layers.1.mlp.experts.23.gate_proj": 0.005306566076319736,
"model.layers.1.mlp.experts.23.up_proj": 0.0031754150416531753,
"model.layers.1.mlp.experts.23.down_proj": 0.0030475459795731817,
"model.layers.1.mlp.experts.24.gate_proj": 0.004326236600373118,
"model.layers.1.mlp.experts.24.up_proj": 0.0033885301451198314,
"model.layers.1.mlp.experts.24.down_proj": 0.003303284103733169,
"model.layers.1.mlp.experts.25.gate_proj": 0.004581974724533105,
"model.layers.1.mlp.experts.25.up_proj": 0.003303284103733169,
"model.layers.1.mlp.experts.25.down_proj": 0.0032180380623465063,
"model.layers.1.mlp.experts.26.gate_proj": 0.0050082049314664175,
"model.layers.1.mlp.experts.26.up_proj": 0.004368859621066449,
"model.layers.1.mlp.experts.26.down_proj": 0.004368859621066449,
"model.layers.1.mlp.experts.27.gate_proj": 0.004624597745226436,
"model.layers.1.mlp.experts.27.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.27.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.28.gate_proj": 0.00407049847621313,
"model.layers.1.mlp.experts.28.up_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.28.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.29.gate_proj": 0.00407049847621313,
"model.layers.1.mlp.experts.29.up_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.29.down_proj": 0.003772137331359812,
"model.layers.1.mlp.experts.30.gate_proj": 0.004539351703839774,
"model.layers.1.mlp.experts.30.up_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.30.down_proj": 0.004027875455519799,
"model.layers.1.mlp.experts.31.gate_proj": 0.00441148264175978,
"model.layers.1.mlp.experts.31.up_proj": 0.003772137331359812,
"model.layers.1.mlp.experts.31.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.32.gate_proj": 0.004198367538293124,
"model.layers.1.mlp.experts.32.up_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.32.down_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.33.gate_proj": 0.003942629414133137,
"model.layers.1.mlp.experts.33.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.33.down_proj": 0.0034311531658131624,
"model.layers.1.mlp.experts.34.gate_proj": 0.004667220765919767,
"model.layers.1.mlp.experts.34.up_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.34.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.35.gate_proj": 0.004795089827999761,
"model.layers.1.mlp.experts.35.up_proj": 0.0034311531658131624,
"model.layers.1.mlp.experts.35.down_proj": 0.003132792020959844,
"model.layers.1.mlp.experts.36.gate_proj": 0.004539351703839774,
"model.layers.1.mlp.experts.36.up_proj": 0.003942629414133137,
"model.layers.1.mlp.experts.36.down_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.37.gate_proj": 0.004283613579679786,
"model.layers.1.mlp.experts.37.up_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.37.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.38.gate_proj": 0.004326236600373118,
"model.layers.1.mlp.experts.38.up_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.38.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.39.gate_proj": 0.004240990558986455,
"model.layers.1.mlp.experts.39.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.39.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.40.gate_proj": 0.004454105662453111,
"model.layers.1.mlp.experts.40.up_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.40.down_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.41.gate_proj": 0.004240990558986455,
"model.layers.1.mlp.experts.41.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.41.down_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.42.gate_proj": 0.0048803358693864235,
"model.layers.1.mlp.experts.42.up_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.42.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.43.gate_proj": 0.0047098437866130985,
"model.layers.1.mlp.experts.43.up_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.43.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.44.gate_proj": 0.004283613579679786,
"model.layers.1.mlp.experts.44.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.44.down_proj": 0.0036016452485864874,
"model.layers.1.mlp.experts.45.gate_proj": 0.00475246680730643,
"model.layers.1.mlp.experts.45.up_proj": 0.003772137331359812,
"model.layers.1.mlp.experts.45.down_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.46.gate_proj": 0.004326236600373118,
"model.layers.1.mlp.experts.46.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.46.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.47.gate_proj": 0.004496728683146442,
"model.layers.1.mlp.experts.47.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.47.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.48.gate_proj": 0.004027875455519799,
"model.layers.1.mlp.experts.48.up_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.48.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.49.gate_proj": 0.004326236600373118,
"model.layers.1.mlp.experts.49.up_proj": 0.003772137331359812,
"model.layers.1.mlp.experts.49.down_proj": 0.003729514310666481,
"model.layers.1.mlp.experts.50.gate_proj": 0.00441148264175978,
"model.layers.1.mlp.experts.50.up_proj": 0.0038573833727464746,
"model.layers.1.mlp.experts.50.down_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.51.gate_proj": 0.004113121496906462,
"model.layers.1.mlp.experts.51.up_proj": 0.0033459071244265,
"model.layers.1.mlp.experts.51.down_proj": 0.0033459071244265,
"model.layers.1.mlp.experts.52.gate_proj": 0.004581974724533105,
"model.layers.1.mlp.experts.52.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.52.down_proj": 0.0034311531658131624,
"model.layers.1.mlp.experts.53.gate_proj": 0.00475246680730643,
"model.layers.1.mlp.experts.53.up_proj": 0.003942629414133137,
"model.layers.1.mlp.experts.53.down_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.54.gate_proj": 0.004539351703839774,
"model.layers.1.mlp.experts.54.up_proj": 0.0038147603520531435,
"model.layers.1.mlp.experts.54.down_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.55.gate_proj": 0.004624597745226436,
"model.layers.1.mlp.experts.55.up_proj": 0.0036868912899731495,
"model.layers.1.mlp.experts.55.down_proj": 0.0036016452485864874,
"model.layers.1.mlp.experts.56.gate_proj": 0.004496728683146442,
"model.layers.1.mlp.experts.56.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.56.down_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.57.gate_proj": 0.004113121496906462,
"model.layers.1.mlp.experts.57.up_proj": 0.0036016452485864874,
"model.layers.1.mlp.experts.57.down_proj": 0.003559022227893156,
"model.layers.1.mlp.experts.58.gate_proj": 0.003985252434826468,
"model.layers.1.mlp.experts.58.up_proj": 0.003260661083039838,
"model.layers.1.mlp.experts.58.down_proj": 0.003303284103733169,
"model.layers.1.mlp.experts.59.gate_proj": 0.004027875455519799,
"model.layers.1.mlp.experts.59.up_proj": 0.003516399207199825,
"model.layers.1.mlp.experts.59.down_proj": 0.003516399207199825,
"model.layers.1.mlp.experts.60.gate_proj": 0.0048377128486930925,
"model.layers.1.mlp.experts.60.up_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.60.down_proj": 0.0033885301451198314,
"model.layers.1.mlp.experts.61.gate_proj": 0.004113121496906462,
"model.layers.1.mlp.experts.61.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.61.down_proj": 0.0036016452485864874,
"model.layers.1.mlp.experts.62.gate_proj": 0.00407049847621313,
"model.layers.1.mlp.experts.62.up_proj": 0.0036442682692798185,
"model.layers.1.mlp.experts.62.down_proj": 0.0034737761865064934,
"model.layers.1.mlp.experts.63.gate_proj": 0.004581974724533105,
"model.layers.1.mlp.experts.63.up_proj": 0.0039000063934398056,
"model.layers.1.mlp.experts.63.down_proj": 0.0038573833727464746,
"model.layers.1.mlp.shared_experts.gate_proj": 0.002322954627786551,
"model.layers.1.mlp.shared_experts.up_proj": 0.003516399207199825,
"model.layers.1.mlp.shared_experts.down_proj": 0.0036016452485864874,
"model.layers.2.self_attn.q_proj": 0.014214777401225958,
"model.layers.2.self_attn.k_proj": 0.013362316987359334,
"model.layers.2.self_attn.v_proj": 0.0038147603520531435,
"model.layers.2.self_attn.o_proj": 0.003303284103733169,
"model.layers.2.mlp.experts.0.gate_proj": 0.005477058159093061,
"model.layers.2.mlp.experts.0.up_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.0.down_proj": 0.0033885301451198314,
"model.layers.2.mlp.experts.1.gate_proj": 0.004667220765919767,
"model.layers.2.mlp.experts.1.up_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.1.down_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.2.gate_proj": 0.00475246680730643,
"model.layers.2.mlp.experts.2.up_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.2.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.3.gate_proj": 0.00441148264175978,
"model.layers.2.mlp.experts.3.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.3.down_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.4.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.4.up_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.4.down_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.5.gate_proj": 0.0049655819107730865,
"model.layers.2.mlp.experts.5.up_proj": 0.004155744517599793,
"model.layers.2.mlp.experts.5.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.6.gate_proj": 0.005221320034933074,
"model.layers.2.mlp.experts.6.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.6.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.7.gate_proj": 0.004795089827999761,
"model.layers.2.mlp.experts.7.up_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.7.down_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.8.gate_proj": 0.004667220765919767,
"model.layers.2.mlp.experts.8.up_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.8.down_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.9.gate_proj": 0.0048377128486930925,
"model.layers.2.mlp.experts.9.up_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.9.down_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.10.gate_proj": 0.0049655819107730865,
"model.layers.2.mlp.experts.10.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.10.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.11.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.11.up_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.11.down_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.12.gate_proj": 0.005860665345333042,
"model.layers.2.mlp.experts.12.up_proj": 0.004454105662453111,
"model.layers.2.mlp.experts.12.down_proj": 0.004155744517599793,
"model.layers.2.mlp.experts.13.gate_proj": 0.006244272531573022,
"model.layers.2.mlp.experts.13.up_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.13.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.14.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.14.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.14.down_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.15.gate_proj": 0.004795089827999761,
"model.layers.2.mlp.experts.15.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.15.down_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.16.gate_proj": 0.004368859621066449,
"model.layers.2.mlp.experts.16.up_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.16.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.17.gate_proj": 0.004539351703839774,
"model.layers.2.mlp.experts.17.up_proj": 0.003516399207199825,
"model.layers.2.mlp.experts.17.down_proj": 0.0033885301451198314,
"model.layers.2.mlp.experts.18.gate_proj": 0.004027875455519799,
"model.layers.2.mlp.experts.18.up_proj": 0.003516399207199825,
"model.layers.2.mlp.experts.18.down_proj": 0.0030475459795731817,
"model.layers.2.mlp.experts.19.gate_proj": 0.005391812117706398,
"model.layers.2.mlp.experts.19.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.19.down_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.20.gate_proj": 0.005349189097013067,
"model.layers.2.mlp.experts.20.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.20.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.21.gate_proj": 0.004027875455519799,
"model.layers.2.mlp.experts.21.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.21.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.22.gate_proj": 0.004496728683146442,
"model.layers.2.mlp.experts.22.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.22.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.23.gate_proj": 0.0048803358693864235,
"model.layers.2.mlp.experts.23.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.23.down_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.24.gate_proj": 0.0050082049314664175,
"model.layers.2.mlp.experts.24.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.24.down_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.25.gate_proj": 0.004667220765919767,
"model.layers.2.mlp.experts.25.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.25.down_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.26.gate_proj": 0.004326236600373118,
"model.layers.2.mlp.experts.26.up_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.26.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.27.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.27.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.27.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.28.gate_proj": 0.006116403469493029,
"model.layers.2.mlp.experts.28.up_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.28.down_proj": 0.0034737761865064934,
"model.layers.2.mlp.experts.29.gate_proj": 0.0050082049314664175,
"model.layers.2.mlp.experts.29.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.29.down_proj": 0.0036016452485864874,
"model.layers.2.mlp.experts.30.gate_proj": 0.004155744517599793,
"model.layers.2.mlp.experts.30.up_proj": 0.0034311531658131624,
"model.layers.2.mlp.experts.30.down_proj": 0.0033885301451198314,
"model.layers.2.mlp.experts.31.gate_proj": 0.0050082049314664175,
"model.layers.2.mlp.experts.31.up_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.31.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.32.gate_proj": 0.004454105662453111,
"model.layers.2.mlp.experts.32.up_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.32.down_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.33.gate_proj": 0.004454105662453111,
"model.layers.2.mlp.experts.33.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.33.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.34.gate_proj": 0.004667220765919767,
"model.layers.2.mlp.experts.34.up_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.34.down_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.35.gate_proj": 0.0047098437866130985,
"model.layers.2.mlp.experts.35.up_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.35.down_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.36.gate_proj": 0.005477058159093061,
"model.layers.2.mlp.experts.36.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.36.down_proj": 0.0034737761865064934,
"model.layers.2.mlp.experts.37.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.37.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.37.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.38.gate_proj": 0.004198367538293124,
"model.layers.2.mlp.experts.38.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.38.down_proj": 0.0036016452485864874,
"model.layers.2.mlp.experts.39.gate_proj": 0.004368859621066449,
"model.layers.2.mlp.experts.39.up_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.39.down_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.40.gate_proj": 0.0049655819107730865,
"model.layers.2.mlp.experts.40.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.40.down_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.41.gate_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.41.up_proj": 0.0034311531658131624,
"model.layers.2.mlp.experts.41.down_proj": 0.003303284103733169,
"model.layers.2.mlp.experts.42.gate_proj": 0.004326236600373118,
"model.layers.2.mlp.experts.42.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.42.down_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.43.gate_proj": 0.004326236600373118,
"model.layers.2.mlp.experts.43.up_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.43.down_proj": 0.0033885301451198314,
"model.layers.2.mlp.experts.44.gate_proj": 0.004624597745226436,
"model.layers.2.mlp.experts.44.up_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.44.down_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.45.gate_proj": 0.0047098437866130985,
"model.layers.2.mlp.experts.45.up_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.45.down_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.46.gate_proj": 0.0049229588900797545,
"model.layers.2.mlp.experts.46.up_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.46.down_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.47.gate_proj": 0.0048377128486930925,
"model.layers.2.mlp.experts.47.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.47.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.48.gate_proj": 0.004539351703839774,
"model.layers.2.mlp.experts.48.up_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.48.down_proj": 0.0038147603520531435,
"model.layers.2.mlp.experts.49.gate_proj": 0.004795089827999761,
"model.layers.2.mlp.experts.49.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.49.down_proj": 0.003772137331359812,
"model.layers.2.mlp.experts.50.gate_proj": 0.0047098437866130985,
"model.layers.2.mlp.experts.50.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.50.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.51.gate_proj": 0.004283613579679786,
"model.layers.2.mlp.experts.51.up_proj": 0.0036868912899731495,
"model.layers.2.mlp.experts.51.down_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.52.gate_proj": 0.005306566076319736,
"model.layers.2.mlp.experts.52.up_proj": 0.004113121496906462,
"model.layers.2.mlp.experts.52.down_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.53.gate_proj": 0.004240990558986455,
"model.layers.2.mlp.experts.53.up_proj": 0.003516399207199825,
"model.layers.2.mlp.experts.53.down_proj": 0.0033459071244265,
"model.layers.2.mlp.experts.54.gate_proj": 0.004539351703839774,
"model.layers.2.mlp.experts.54.up_proj": 0.0036442682692798185,
"model.layers.2.mlp.experts.54.down_proj": 0.003516399207199825,
"model.layers.2.mlp.experts.55.gate_proj": 0.00509345097285308,
"model.layers.2.mlp.experts.55.up_proj": 0.004155744517599793,
"model.layers.2.mlp.experts.55.down_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.56.gate_proj": 0.00407049847621313,
"model.layers.2.mlp.experts.56.up_proj": 0.003559022227893156,
"model.layers.2.mlp.experts.56.down_proj": 0.0033459071244265,
"model.layers.2.mlp.experts.57.gate_proj": 0.0049229588900797545,
"model.layers.2.mlp.experts.57.up_proj": 0.0036016452485864874,
"model.layers.2.mlp.experts.57.down_proj": 0.0034311531658131624,
"model.layers.2.mlp.experts.58.gate_proj": 0.005775419303946379,
"model.layers.2.mlp.experts.58.up_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.58.down_proj": 0.0039000063934398056,
"model.layers.2.mlp.experts.59.gate_proj": 0.004581974724533105,
"model.layers.2.mlp.experts.59.up_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.59.down_proj": 0.003729514310666481,
"model.layers.2.mlp.experts.60.gate_proj": 0.004667220765919767,
"model.layers.2.mlp.experts.60.up_proj": 0.004027875455519799,
"model.layers.2.mlp.experts.60.down_proj": 0.003985252434826468,
"model.layers.2.mlp.experts.61.gate_proj": 0.0047098437866130985,
"model.layers.2.mlp.experts.61.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.61.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.62.gate_proj": 0.004539351703839774,
"model.layers.2.mlp.experts.62.up_proj": 0.003942629414133137,
"model.layers.2.mlp.experts.62.down_proj": 0.0038573833727464746,
"model.layers.2.mlp.experts.63.gate_proj": 0.005562304200479723,
"model.layers.2.mlp.experts.63.up_proj": 0.004027875455519799,
"model.layers.2.mlp.experts.63.down_proj": 0.003772137331359812,
"model.layers.2.mlp.shared_experts.gate_proj": 0.0024508236898665445,
"model.layers.2.mlp.shared_experts.up_proj": 0.0028770538967998567,
"model.layers.2.mlp.shared_experts.down_proj": 0.0030475459795731817,
"model.layers.3.self_attn.q_proj": 0.012083626366559398,
"model.layers.3.self_attn.k_proj": 0.011401658035466099,
"model.layers.3.self_attn.v_proj": 0.0021950855657065574,
"model.layers.3.self_attn.o_proj": 0.002067216503626564,
"model.layers.3.mlp.experts.0.gate_proj": 0.004283613579679786,
"model.layers.3.mlp.experts.0.up_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.0.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.1.gate_proj": 0.006116403469493029,
"model.layers.3.mlp.experts.1.up_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.1.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.2.gate_proj": 0.004198367538293124,
"model.layers.3.mlp.experts.2.up_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.2.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.3.gate_proj": 0.004454105662453111,
"model.layers.3.mlp.experts.3.up_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.3.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.4.gate_proj": 0.005263943055626405,
"model.layers.3.mlp.experts.4.up_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.4.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.5.gate_proj": 0.00407049847621313,
"model.layers.3.mlp.experts.5.up_proj": 0.003516399207199825,
"model.layers.3.mlp.experts.5.down_proj": 0.0033885301451198314,
"model.layers.3.mlp.experts.6.gate_proj": 0.004496728683146442,
"model.layers.3.mlp.experts.6.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.6.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.7.gate_proj": 0.0050508279521597485,
"model.layers.3.mlp.experts.7.up_proj": 0.00407049847621313,
"model.layers.3.mlp.experts.7.down_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.8.gate_proj": 0.00509345097285308,
"model.layers.3.mlp.experts.8.up_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.8.down_proj": 0.003303284103733169,
"model.layers.3.mlp.experts.9.gate_proj": 0.0049229588900797545,
"model.layers.3.mlp.experts.9.up_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.9.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.10.gate_proj": 0.004496728683146442,
"model.layers.3.mlp.experts.10.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.10.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.11.gate_proj": 0.004283613579679786,
"model.layers.3.mlp.experts.11.up_proj": 0.0033885301451198314,
"model.layers.3.mlp.experts.11.down_proj": 0.003303284103733169,
"model.layers.3.mlp.experts.12.gate_proj": 0.005562304200479723,
"model.layers.3.mlp.experts.12.up_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.12.down_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.13.gate_proj": 0.004454105662453111,
"model.layers.3.mlp.experts.13.up_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.13.down_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.14.gate_proj": 0.0047098437866130985,
"model.layers.3.mlp.experts.14.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.14.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.15.gate_proj": 0.004240990558986455,
"model.layers.3.mlp.experts.15.up_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.15.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.16.gate_proj": 0.004155744517599793,
"model.layers.3.mlp.experts.16.up_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.16.down_proj": 0.003516399207199825,
"model.layers.3.mlp.experts.17.gate_proj": 0.004795089827999761,
"model.layers.3.mlp.experts.17.up_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.17.down_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.18.gate_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.18.up_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.18.down_proj": 0.003516399207199825,
"model.layers.3.mlp.experts.19.gate_proj": 0.004667220765919767,
"model.layers.3.mlp.experts.19.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.19.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.20.gate_proj": 0.004240990558986455,
"model.layers.3.mlp.experts.20.up_proj": 0.003516399207199825,
"model.layers.3.mlp.experts.20.down_proj": 0.0033885301451198314,
"model.layers.3.mlp.experts.21.gate_proj": 0.005477058159093061,
"model.layers.3.mlp.experts.21.up_proj": 0.004113121496906462,
"model.layers.3.mlp.experts.21.down_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.22.gate_proj": 0.004539351703839774,
"model.layers.3.mlp.experts.22.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.22.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.23.gate_proj": 0.0048377128486930925,
"model.layers.3.mlp.experts.23.up_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.23.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.24.gate_proj": 0.005647550241866386,
"model.layers.3.mlp.experts.24.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.24.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.25.gate_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.25.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.25.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.26.gate_proj": 0.005604927221173054,
"model.layers.3.mlp.experts.26.up_proj": 0.004368859621066449,
"model.layers.3.mlp.experts.26.down_proj": 0.00407049847621313,
"model.layers.3.mlp.experts.27.gate_proj": 0.004795089827999761,
"model.layers.3.mlp.experts.27.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.27.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.28.gate_proj": 0.004326236600373118,
"model.layers.3.mlp.experts.28.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.28.down_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.29.gate_proj": 0.004283613579679786,
"model.layers.3.mlp.experts.29.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.29.down_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.30.gate_proj": 0.005178697014239742,
"model.layers.3.mlp.experts.30.up_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.30.down_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.31.gate_proj": 0.004326236600373118,
"model.layers.3.mlp.experts.31.up_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.31.down_proj": 0.0034737761865064934,
"model.layers.3.mlp.experts.32.gate_proj": 0.004795089827999761,
"model.layers.3.mlp.experts.32.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.32.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.33.gate_proj": 0.005391812117706398,
"model.layers.3.mlp.experts.33.up_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.33.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.34.gate_proj": 0.004027875455519799,
"model.layers.3.mlp.experts.34.up_proj": 0.003516399207199825,
"model.layers.3.mlp.experts.34.down_proj": 0.0034737761865064934,
"model.layers.3.mlp.experts.35.gate_proj": 0.0048803358693864235,
"model.layers.3.mlp.experts.35.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.35.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.36.gate_proj": 0.004539351703839774,
"model.layers.3.mlp.experts.36.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.36.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.37.gate_proj": 0.005647550241866386,
"model.layers.3.mlp.experts.37.up_proj": 0.004198367538293124,
"model.layers.3.mlp.experts.37.down_proj": 0.003985252434826468,
"model.layers.3.mlp.experts.38.gate_proj": 0.005178697014239742,
"model.layers.3.mlp.experts.38.up_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.38.down_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.39.gate_proj": 0.004240990558986455,
"model.layers.3.mlp.experts.39.up_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.39.down_proj": 0.0033885301451198314,
"model.layers.3.mlp.experts.40.gate_proj": 0.00475246680730643,
"model.layers.3.mlp.experts.40.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.40.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.41.gate_proj": 0.004155744517599793,
"model.layers.3.mlp.experts.41.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.41.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.42.gate_proj": 0.004113121496906462,
"model.layers.3.mlp.experts.42.up_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.42.down_proj": 0.0034737761865064934,
"model.layers.3.mlp.experts.43.gate_proj": 0.004795089827999761,
"model.layers.3.mlp.experts.43.up_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.43.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.44.gate_proj": 0.004667220765919767,
"model.layers.3.mlp.experts.44.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.44.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.45.gate_proj": 0.005178697014239742,
"model.layers.3.mlp.experts.45.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.45.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.46.gate_proj": 0.00509345097285308,
"model.layers.3.mlp.experts.46.up_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.46.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.47.gate_proj": 0.0050508279521597485,
"model.layers.3.mlp.experts.47.up_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.47.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.48.gate_proj": 0.005349189097013067,
"model.layers.3.mlp.experts.48.up_proj": 0.00407049847621313,
"model.layers.3.mlp.experts.48.down_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.49.gate_proj": 0.004198367538293124,
"model.layers.3.mlp.experts.49.up_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.49.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.50.gate_proj": 0.004795089827999761,
"model.layers.3.mlp.experts.50.up_proj": 0.003942629414133137,
"model.layers.3.mlp.experts.50.down_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.51.gate_proj": 0.00475246680730643,
"model.layers.3.mlp.experts.51.up_proj": 0.004027875455519799,
"model.layers.3.mlp.experts.51.down_proj": 0.003942629414133137,
"model.layers.3.mlp.experts.52.gate_proj": 0.0048803358693864235,
"model.layers.3.mlp.experts.52.up_proj": 0.0039000063934398056,
"model.layers.3.mlp.experts.52.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.53.gate_proj": 0.004496728683146442,
"model.layers.3.mlp.experts.53.up_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.53.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.54.gate_proj": 0.004624597745226436,
"model.layers.3.mlp.experts.54.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.54.down_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.55.gate_proj": 0.004667220765919767,
"model.layers.3.mlp.experts.55.up_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.55.down_proj": 0.0036016452485864874,
"model.layers.3.mlp.experts.56.gate_proj": 0.004496728683146442,
"model.layers.3.mlp.experts.56.up_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.56.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.57.gate_proj": 0.00509345097285308,
"model.layers.3.mlp.experts.57.up_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.57.down_proj": 0.003772137331359812,
"model.layers.3.mlp.experts.58.gate_proj": 0.004667220765919767,
"model.layers.3.mlp.experts.58.up_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.58.down_proj": 0.003559022227893156,
"model.layers.3.mlp.experts.59.gate_proj": 0.004155744517599793,
"model.layers.3.mlp.experts.59.up_proj": 0.0036868912899731495,
"model.layers.3.mlp.experts.59.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.experts.60.gate_proj": 0.0050508279521597485,
"model.layers.3.mlp.experts.60.up_proj": 0.003942629414133137,
"model.layers.3.mlp.experts.60.down_proj": 0.003729514310666481,
"model.layers.3.mlp.experts.61.gate_proj": 0.004326236600373118,
"model.layers.3.mlp.experts.61.up_proj": 0.0034311531658131624,
"model.layers.3.mlp.experts.61.down_proj": 0.0033885301451198314,
"model.layers.3.mlp.experts.62.gate_proj": 0.005519681179786392,
"model.layers.3.mlp.experts.62.up_proj": 0.004283613579679786,
"model.layers.3.mlp.experts.62.down_proj": 0.0038573833727464746,
"model.layers.3.mlp.experts.63.gate_proj": 0.00475246680730643,
"model.layers.3.mlp.experts.63.up_proj": 0.0038147603520531435,
"model.layers.3.mlp.experts.63.down_proj": 0.0036442682692798185,
"model.layers.3.mlp.shared_experts.gate_proj": 0.0022377085863998884,
"model.layers.3.mlp.shared_experts.up_proj": 0.0022377085863998884,
"model.layers.3.mlp.shared_experts.down_proj": 0.0024508236898665445,
"model.layers.4.self_attn.q_proj": 0.012680348656266036,
"model.layers.4.self_attn.k_proj": 0.011486904076852761,
"model.layers.4.self_attn.v_proj": 0.002706561814026532,
"model.layers.4.self_attn.o_proj": 0.0024082006691732135,
"model.layers.4.mlp.experts.0.gate_proj": 0.004326236600373118,
"model.layers.4.mlp.experts.0.up_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.0.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.1.gate_proj": 0.005178697014239742,
"model.layers.4.mlp.experts.1.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.1.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.2.gate_proj": 0.004368859621066449,
"model.layers.4.mlp.experts.2.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.2.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.3.gate_proj": 0.004496728683146442,
"model.layers.4.mlp.experts.3.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.3.down_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.4.gate_proj": 0.005562304200479723,
"model.layers.4.mlp.experts.4.up_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.4.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.5.gate_proj": 0.004326236600373118,
"model.layers.4.mlp.experts.5.up_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.5.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.6.gate_proj": 0.004283613579679786,
"model.layers.4.mlp.experts.6.up_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.6.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.7.gate_proj": 0.00509345097285308,
"model.layers.4.mlp.experts.7.up_proj": 0.004113121496906462,
"model.layers.4.mlp.experts.7.down_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.8.gate_proj": 0.0049229588900797545,
"model.layers.4.mlp.experts.8.up_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.8.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.9.gate_proj": 0.0049655819107730865,
"model.layers.4.mlp.experts.9.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.9.down_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.10.gate_proj": 0.00407049847621313,
"model.layers.4.mlp.experts.10.up_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.10.down_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.11.gate_proj": 0.005519681179786392,
"model.layers.4.mlp.experts.11.up_proj": 0.004368859621066449,
"model.layers.4.mlp.experts.11.down_proj": 0.004326236600373118,
"model.layers.4.mlp.experts.12.gate_proj": 0.004795089827999761,
"model.layers.4.mlp.experts.12.up_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.12.down_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.13.gate_proj": 0.004198367538293124,
"model.layers.4.mlp.experts.13.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.13.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.14.gate_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.14.up_proj": 0.0034311531658131624,
"model.layers.4.mlp.experts.14.down_proj": 0.003303284103733169,
"model.layers.4.mlp.experts.15.gate_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.15.up_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.15.down_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.16.gate_proj": 0.004667220765919767,
"model.layers.4.mlp.experts.16.up_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.16.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.17.gate_proj": 0.005562304200479723,
"model.layers.4.mlp.experts.17.up_proj": 0.004113121496906462,
"model.layers.4.mlp.experts.17.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.18.gate_proj": 0.0048803358693864235,
"model.layers.4.mlp.experts.18.up_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.18.down_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.19.gate_proj": 0.005306566076319736,
"model.layers.4.mlp.experts.19.up_proj": 0.0039000063934398056,
"model.layers.4.mlp.experts.19.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.20.gate_proj": 0.005306566076319736,
"model.layers.4.mlp.experts.20.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.20.down_proj": 0.0034311531658131624,
"model.layers.4.mlp.experts.21.gate_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.21.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.21.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.22.gate_proj": 0.004539351703839774,
"model.layers.4.mlp.experts.22.up_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.22.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.23.gate_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.23.up_proj": 0.0039000063934398056,
"model.layers.4.mlp.experts.23.down_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.24.gate_proj": 0.0048377128486930925,
"model.layers.4.mlp.experts.24.up_proj": 0.0039000063934398056,
"model.layers.4.mlp.experts.24.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.25.gate_proj": 0.005477058159093061,
"model.layers.4.mlp.experts.25.up_proj": 0.004113121496906462,
"model.layers.4.mlp.experts.25.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.26.gate_proj": 0.005391812117706398,
"model.layers.4.mlp.experts.26.up_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.26.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.27.gate_proj": 0.004795089827999761,
"model.layers.4.mlp.experts.27.up_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.27.down_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.28.gate_proj": 0.004240990558986455,
"model.layers.4.mlp.experts.28.up_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.28.down_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.29.gate_proj": 0.004795089827999761,
"model.layers.4.mlp.experts.29.up_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.29.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.30.gate_proj": 0.0049229588900797545,
"model.layers.4.mlp.experts.30.up_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.30.down_proj": 0.0034737761865064934,
"model.layers.4.mlp.experts.31.gate_proj": 0.004283613579679786,
"model.layers.4.mlp.experts.31.up_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.31.down_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.32.gate_proj": 0.004581974724533105,
"model.layers.4.mlp.experts.32.up_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.32.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.33.gate_proj": 0.004624597745226436,
"model.layers.4.mlp.experts.33.up_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.33.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.34.gate_proj": 0.005263943055626405,
"model.layers.4.mlp.experts.34.up_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.34.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.35.gate_proj": 0.004496728683146442,
"model.layers.4.mlp.experts.35.up_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.35.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.36.gate_proj": 0.005860665345333042,
"model.layers.4.mlp.experts.36.up_proj": 0.004155744517599793,
"model.layers.4.mlp.experts.36.down_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.37.gate_proj": 0.00441148264175978,
"model.layers.4.mlp.experts.37.up_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.37.down_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.38.gate_proj": 0.00475246680730643,
"model.layers.4.mlp.experts.38.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.38.down_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.39.gate_proj": 0.005178697014239742,
"model.layers.4.mlp.experts.39.up_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.39.down_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.40.gate_proj": 0.00581804232463971,
"model.layers.4.mlp.experts.40.up_proj": 0.00441148264175978,
"model.layers.4.mlp.experts.40.down_proj": 0.00407049847621313,
"model.layers.4.mlp.experts.41.gate_proj": 0.0048377128486930925,
"model.layers.4.mlp.experts.41.up_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.41.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.42.gate_proj": 0.004539351703839774,
"model.layers.4.mlp.experts.42.up_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.42.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.43.gate_proj": 0.005306566076319736,
"model.layers.4.mlp.experts.43.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.43.down_proj": 0.003729514310666481,
"model.layers.4.mlp.experts.44.gate_proj": 0.00441148264175978,
"model.layers.4.mlp.experts.44.up_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.44.down_proj": 0.0034737761865064934,
"model.layers.4.mlp.experts.45.gate_proj": 0.0050508279521597485,
"model.layers.4.mlp.experts.45.up_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.45.down_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.46.gate_proj": 0.005221320034933074,
"model.layers.4.mlp.experts.46.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.46.down_proj": 0.0036442682692798185,
"model.layers.4.mlp.experts.47.gate_proj": 0.004240990558986455,
"model.layers.4.mlp.experts.47.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.47.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.48.gate_proj": 0.005178697014239742,
"model.layers.4.mlp.experts.48.up_proj": 0.004240990558986455,
"model.layers.4.mlp.experts.48.down_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.49.gate_proj": 0.005562304200479723,
"model.layers.4.mlp.experts.49.up_proj": 0.004113121496906462,
"model.layers.4.mlp.experts.49.down_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.50.gate_proj": 0.0050508279521597485,
"model.layers.4.mlp.experts.50.up_proj": 0.004240990558986455,
"model.layers.4.mlp.experts.50.down_proj": 0.003985252434826468,
"model.layers.4.mlp.experts.51.gate_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.51.up_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.51.down_proj": 0.0034737761865064934,
"model.layers.4.mlp.experts.52.gate_proj": 0.00407049847621313,
"model.layers.4.mlp.experts.52.up_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.52.down_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.53.gate_proj": 0.005178697014239742,
"model.layers.4.mlp.experts.53.up_proj": 0.0038573833727464746,
"model.layers.4.mlp.experts.53.down_proj": 0.003559022227893156,
"model.layers.4.mlp.experts.54.gate_proj": 0.005732796283253048,
"model.layers.4.mlp.experts.54.up_proj": 0.004368859621066449,
"model.layers.4.mlp.experts.54.down_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.55.gate_proj": 0.004624597745226436,
"model.layers.4.mlp.experts.55.up_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.55.down_proj": 0.0033459071244265,
"model.layers.4.mlp.experts.56.gate_proj": 0.005349189097013067,
"model.layers.4.mlp.experts.56.up_proj": 0.00407049847621313,
"model.layers.4.mlp.experts.56.down_proj": 0.003772137331359812,
"model.layers.4.mlp.experts.57.gate_proj": 0.0047098437866130985,
"model.layers.4.mlp.experts.57.up_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.57.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.58.gate_proj": 0.005477058159093061,
"model.layers.4.mlp.experts.58.up_proj": 0.004326236600373118,
"model.layers.4.mlp.experts.58.down_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.59.gate_proj": 0.0047098437866130985,
"model.layers.4.mlp.experts.59.up_proj": 0.0036868912899731495,
"model.layers.4.mlp.experts.59.down_proj": 0.003516399207199825,
"model.layers.4.mlp.experts.60.gate_proj": 0.005477058159093061,
"model.layers.4.mlp.experts.60.up_proj": 0.003942629414133137,
"model.layers.4.mlp.experts.60.down_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.61.gate_proj": 0.004198367538293124,
"model.layers.4.mlp.experts.61.up_proj": 0.0036016452485864874,
"model.layers.4.mlp.experts.61.down_proj": 0.0034311531658131624,
"model.layers.4.mlp.experts.62.gate_proj": 0.00509345097285308,
"model.layers.4.mlp.experts.62.up_proj": 0.00407049847621313,
"model.layers.4.mlp.experts.62.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.experts.63.gate_proj": 0.005306566076319736,
"model.layers.4.mlp.experts.63.up_proj": 0.004027875455519799,
"model.layers.4.mlp.experts.63.down_proj": 0.0038147603520531435,
"model.layers.4.mlp.shared_experts.gate_proj": 0.00228033160709322,
"model.layers.4.mlp.shared_experts.up_proj": 0.0022377085863998884,
"model.layers.4.mlp.shared_experts.down_proj": 0.002493446710559876,
"model.layers.5.self_attn.q_proj": 0.01174264220101275,
"model.layers.5.self_attn.k_proj": 0.01174264220101275,
"model.layers.5.self_attn.v_proj": 0.002493446710559876,
"model.layers.5.self_attn.o_proj": 0.0021950855657065574,
"model.layers.5.mlp.experts.0.gate_proj": 0.0050082049314664175,
"model.layers.5.mlp.experts.0.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.0.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.1.gate_proj": 0.0050508279521597485,
"model.layers.5.mlp.experts.1.up_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.1.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.2.gate_proj": 0.00543443513839973,
"model.layers.5.mlp.experts.2.up_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.2.down_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.3.gate_proj": 0.005604927221173054,
"model.layers.5.mlp.experts.3.up_proj": 0.003985252434826468,
"model.layers.5.mlp.experts.3.down_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.4.gate_proj": 0.004581974724533105,
"model.layers.5.mlp.experts.4.up_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.4.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.5.gate_proj": 0.004240990558986455,
"model.layers.5.mlp.experts.5.up_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.5.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.6.gate_proj": 0.0047098437866130985,
"model.layers.5.mlp.experts.6.up_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.6.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.7.gate_proj": 0.005221320034933074,
"model.layers.5.mlp.experts.7.up_proj": 0.00441148264175978,
"model.layers.5.mlp.experts.7.down_proj": 0.004113121496906462,
"model.layers.5.mlp.experts.8.gate_proj": 0.004667220765919767,
"model.layers.5.mlp.experts.8.up_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.8.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.9.gate_proj": 0.004027875455519799,
"model.layers.5.mlp.experts.9.up_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.9.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.10.gate_proj": 0.004624597745226436,
"model.layers.5.mlp.experts.10.up_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.10.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.11.gate_proj": 0.004795089827999761,
"model.layers.5.mlp.experts.11.up_proj": 0.003985252434826468,
"model.layers.5.mlp.experts.11.down_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.12.gate_proj": 0.005690173262559717,
"model.layers.5.mlp.experts.12.up_proj": 0.003985252434826468,
"model.layers.5.mlp.experts.12.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.13.gate_proj": 0.004283613579679786,
"model.layers.5.mlp.experts.13.up_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.13.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.14.gate_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.14.up_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.14.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.15.gate_proj": 0.005860665345333042,
"model.layers.5.mlp.experts.15.up_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.15.down_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.16.gate_proj": 0.005221320034933074,
"model.layers.5.mlp.experts.16.up_proj": 0.004027875455519799,
"model.layers.5.mlp.experts.16.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.17.gate_proj": 0.005263943055626405,
"model.layers.5.mlp.experts.17.up_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.17.down_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.18.gate_proj": 0.004454105662453111,
"model.layers.5.mlp.experts.18.up_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.18.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.19.gate_proj": 0.005988534407413035,
"model.layers.5.mlp.experts.19.up_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.19.down_proj": 0.004113121496906462,
"model.layers.5.mlp.experts.20.gate_proj": 0.004667220765919767,
"model.layers.5.mlp.experts.20.up_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.20.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.21.gate_proj": 0.0049655819107730865,
"model.layers.5.mlp.experts.21.up_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.21.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.22.gate_proj": 0.0049229588900797545,
"model.layers.5.mlp.experts.22.up_proj": 0.004113121496906462,
"model.layers.5.mlp.experts.22.down_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.23.gate_proj": 0.004240990558986455,
"model.layers.5.mlp.experts.23.up_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.23.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.24.gate_proj": 0.004155744517599793,
"model.layers.5.mlp.experts.24.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.24.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.25.gate_proj": 0.0048377128486930925,
"model.layers.5.mlp.experts.25.up_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.25.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.26.gate_proj": 0.004795089827999761,
"model.layers.5.mlp.experts.26.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.26.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.27.gate_proj": 0.0049655819107730865,
"model.layers.5.mlp.experts.27.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.27.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.28.gate_proj": 0.0047098437866130985,
"model.layers.5.mlp.experts.28.up_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.28.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.29.gate_proj": 0.004155744517599793,
"model.layers.5.mlp.experts.29.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.29.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.30.gate_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.30.up_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.30.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.31.gate_proj": 0.005732796283253048,
"model.layers.5.mlp.experts.31.up_proj": 0.004155744517599793,
"model.layers.5.mlp.experts.31.down_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.32.gate_proj": 0.004454105662453111,
"model.layers.5.mlp.experts.32.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.32.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.33.gate_proj": 0.005732796283253048,
"model.layers.5.mlp.experts.33.up_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.33.down_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.34.gate_proj": 0.00509345097285308,
"model.layers.5.mlp.experts.34.up_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.34.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.35.gate_proj": 0.004113121496906462,
"model.layers.5.mlp.experts.35.up_proj": 0.0034311531658131624,
"model.layers.5.mlp.experts.35.down_proj": 0.003303284103733169,
"model.layers.5.mlp.experts.36.gate_proj": 0.004368859621066449,
"model.layers.5.mlp.experts.36.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.36.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.37.gate_proj": 0.004155744517599793,
"model.layers.5.mlp.experts.37.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.37.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.38.gate_proj": 0.004326236600373118,
"model.layers.5.mlp.experts.38.up_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.38.down_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.39.gate_proj": 0.005903288366026373,
"model.layers.5.mlp.experts.39.up_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.39.down_proj": 0.004027875455519799,
"model.layers.5.mlp.experts.40.gate_proj": 0.005178697014239742,
"model.layers.5.mlp.experts.40.up_proj": 0.003942629414133137,
"model.layers.5.mlp.experts.40.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.41.gate_proj": 0.00475246680730643,
"model.layers.5.mlp.experts.41.up_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.41.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.42.gate_proj": 0.0049229588900797545,
"model.layers.5.mlp.experts.42.up_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.42.down_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.43.gate_proj": 0.004368859621066449,
"model.layers.5.mlp.experts.43.up_proj": 0.0036868912899731495,
"model.layers.5.mlp.experts.43.down_proj": 0.003516399207199825,
"model.layers.5.mlp.experts.44.gate_proj": 0.004027875455519799,
"model.layers.5.mlp.experts.44.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.44.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.45.gate_proj": 0.0049655819107730865,
"model.layers.5.mlp.experts.45.up_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.45.down_proj": 0.0034737761865064934,
"model.layers.5.mlp.experts.46.gate_proj": 0.004326236600373118,
"model.layers.5.mlp.experts.46.up_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.46.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.47.gate_proj": 0.00441148264175978,
"model.layers.5.mlp.experts.47.up_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.47.down_proj": 0.003516399207199825,
"model.layers.5.mlp.experts.48.gate_proj": 0.004454105662453111,
"model.layers.5.mlp.experts.48.up_proj": 0.0039000063934398056,
"model.layers.5.mlp.experts.48.down_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.49.gate_proj": 0.005775419303946379,
"model.layers.5.mlp.experts.49.up_proj": 0.004240990558986455,
"model.layers.5.mlp.experts.49.down_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.50.gate_proj": 0.0049655819107730865,
"model.layers.5.mlp.experts.50.up_proj": 0.003985252434826468,
"model.layers.5.mlp.experts.50.down_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.51.gate_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.51.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.51.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.52.gate_proj": 0.004624597745226436,
"model.layers.5.mlp.experts.52.up_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.52.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.53.gate_proj": 0.00475246680730643,
"model.layers.5.mlp.experts.53.up_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.53.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.54.gate_proj": 0.004240990558986455,
"model.layers.5.mlp.experts.54.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.54.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.55.gate_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.55.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.55.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.56.gate_proj": 0.005306566076319736,
"model.layers.5.mlp.experts.56.up_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.56.down_proj": 0.004240990558986455,
"model.layers.5.mlp.experts.57.gate_proj": 0.00509345097285308,
"model.layers.5.mlp.experts.57.up_proj": 0.003985252434826468,
"model.layers.5.mlp.experts.57.down_proj": 0.0038147603520531435,
"model.layers.5.mlp.experts.58.gate_proj": 0.004795089827999761,
"model.layers.5.mlp.experts.58.up_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.58.down_proj": 0.0038573833727464746,
"model.layers.5.mlp.experts.59.gate_proj": 0.004198367538293124,
"model.layers.5.mlp.experts.59.up_proj": 0.003772137331359812,
"model.layers.5.mlp.experts.59.down_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.60.gate_proj": 0.005988534407413035,
"model.layers.5.mlp.experts.60.up_proj": 0.004368859621066449,
"model.layers.5.mlp.experts.60.down_proj": 0.004113121496906462,
"model.layers.5.mlp.experts.61.gate_proj": 0.00407049847621313,
"model.layers.5.mlp.experts.61.up_proj": 0.0036016452485864874,
"model.layers.5.mlp.experts.61.down_proj": 0.003559022227893156,
"model.layers.5.mlp.experts.62.gate_proj": 0.004283613579679786,
"model.layers.5.mlp.experts.62.up_proj": 0.003729514310666481,
"model.layers.5.mlp.experts.62.down_proj": 0.0036442682692798185,
"model.layers.5.mlp.experts.63.gate_proj": 0.005519681179786392,
"model.layers.5.mlp.experts.63.up_proj": 0.004027875455519799,
"model.layers.5.mlp.experts.63.down_proj": 0.003772137331359812,
"model.layers.5.mlp.shared_experts.gate_proj": 0.0021524625450132263,
"model.layers.5.mlp.shared_experts.up_proj": 0.0024082006691732135,
"model.layers.5.mlp.shared_experts.down_proj": 0.002536069731253207,
"model.layers.6.self_attn.q_proj": 0.01250985657349271,
"model.layers.6.self_attn.k_proj": 0.011316411994079437,
"model.layers.6.self_attn.v_proj": 0.0030049229588798502,
"model.layers.6.self_attn.o_proj": 0.002749184834719863,
"model.layers.6.mlp.experts.0.gate_proj": 0.004539351703839774,
"model.layers.6.mlp.experts.0.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.0.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.1.gate_proj": 0.0049229588900797545,
"model.layers.6.mlp.experts.1.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.1.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.2.gate_proj": 0.004539351703839774,
"model.layers.6.mlp.experts.2.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.2.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.3.gate_proj": 0.004113121496906462,
"model.layers.6.mlp.experts.3.up_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.3.down_proj": 0.003559022227893156,
"model.layers.6.mlp.experts.4.gate_proj": 0.004454105662453111,
"model.layers.6.mlp.experts.4.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.4.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.5.gate_proj": 0.004368859621066449,
"model.layers.6.mlp.experts.5.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.5.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.6.gate_proj": 0.004795089827999761,
"model.layers.6.mlp.experts.6.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.6.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.7.gate_proj": 0.004283613579679786,
"model.layers.6.mlp.experts.7.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.7.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.8.gate_proj": 0.00441148264175978,
"model.layers.6.mlp.experts.8.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.8.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.9.gate_proj": 0.004454105662453111,
"model.layers.6.mlp.experts.9.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.9.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.10.gate_proj": 0.004624597745226436,
"model.layers.6.mlp.experts.10.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.10.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.11.gate_proj": 0.004624597745226436,
"model.layers.6.mlp.experts.11.up_proj": 0.004027875455519799,
"model.layers.6.mlp.experts.11.down_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.12.gate_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.12.up_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.12.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.13.gate_proj": 0.006244272531573022,
"model.layers.6.mlp.experts.13.up_proj": 0.0047098437866130985,
"model.layers.6.mlp.experts.13.down_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.14.gate_proj": 0.005221320034933074,
"model.layers.6.mlp.experts.14.up_proj": 0.00441148264175978,
"model.layers.6.mlp.experts.14.down_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.15.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.15.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.15.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.16.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.16.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.16.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.17.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.17.up_proj": 0.004027875455519799,
"model.layers.6.mlp.experts.17.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.18.gate_proj": 0.004624597745226436,
"model.layers.6.mlp.experts.18.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.18.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.19.gate_proj": 0.005136073993546411,
"model.layers.6.mlp.experts.19.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.19.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.20.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.20.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.20.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.21.gate_proj": 0.005519681179786392,
"model.layers.6.mlp.experts.21.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.21.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.22.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.22.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.22.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.23.gate_proj": 0.00475246680730643,
"model.layers.6.mlp.experts.23.up_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.23.down_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.24.gate_proj": 0.004539351703839774,
"model.layers.6.mlp.experts.24.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.24.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.25.gate_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.25.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.25.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.26.gate_proj": 0.005136073993546411,
"model.layers.6.mlp.experts.26.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.26.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.27.gate_proj": 0.0048803358693864235,
"model.layers.6.mlp.experts.27.up_proj": 0.004155744517599793,
"model.layers.6.mlp.experts.27.down_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.28.gate_proj": 0.004155744517599793,
"model.layers.6.mlp.experts.28.up_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.28.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.29.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.29.up_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.29.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.30.gate_proj": 0.005562304200479723,
"model.layers.6.mlp.experts.30.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.30.down_proj": 0.003559022227893156,
"model.layers.6.mlp.experts.31.gate_proj": 0.0050508279521597485,
"model.layers.6.mlp.experts.31.up_proj": 0.004155744517599793,
"model.layers.6.mlp.experts.31.down_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.32.gate_proj": 0.0050082049314664175,
"model.layers.6.mlp.experts.32.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.32.down_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.33.gate_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.33.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.33.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.34.gate_proj": 0.0050082049314664175,
"model.layers.6.mlp.experts.34.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.34.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.35.gate_proj": 0.004539351703839774,
"model.layers.6.mlp.experts.35.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.35.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.36.gate_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.36.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.36.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.37.gate_proj": 0.00475246680730643,
"model.layers.6.mlp.experts.37.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.37.down_proj": 0.0036016452485864874,
"model.layers.6.mlp.experts.38.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.38.up_proj": 0.004113121496906462,
"model.layers.6.mlp.experts.38.down_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.39.gate_proj": 0.0047098437866130985,
"model.layers.6.mlp.experts.39.up_proj": 0.003942629414133137,
"model.layers.6.mlp.experts.39.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.40.gate_proj": 0.0047098437866130985,
"model.layers.6.mlp.experts.40.up_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.40.down_proj": 0.003559022227893156,
"model.layers.6.mlp.experts.41.gate_proj": 0.00475246680730643,
"model.layers.6.mlp.experts.41.up_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.41.down_proj": 0.003516399207199825,
"model.layers.6.mlp.experts.42.gate_proj": 0.0048803358693864235,
"model.layers.6.mlp.experts.42.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.42.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.43.gate_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.43.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.43.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.44.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.44.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.44.down_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.45.gate_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.45.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.45.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.46.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.46.up_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.46.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.47.gate_proj": 0.006031157428106366,
"model.layers.6.mlp.experts.47.up_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.47.down_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.48.gate_proj": 0.004454105662453111,
"model.layers.6.mlp.experts.48.up_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.48.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.49.gate_proj": 0.0049655819107730865,
"model.layers.6.mlp.experts.49.up_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.49.down_proj": 0.004155744517599793,
"model.layers.6.mlp.experts.50.gate_proj": 0.0047098437866130985,
"model.layers.6.mlp.experts.50.up_proj": 0.004113121496906462,
"model.layers.6.mlp.experts.50.down_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.51.gate_proj": 0.004283613579679786,
"model.layers.6.mlp.experts.51.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.51.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.52.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.52.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.52.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.53.gate_proj": 0.005477058159093061,
"model.layers.6.mlp.experts.53.up_proj": 0.004368859621066449,
"model.layers.6.mlp.experts.53.down_proj": 0.004326236600373118,
"model.layers.6.mlp.experts.54.gate_proj": 0.004454105662453111,
"model.layers.6.mlp.experts.54.up_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.54.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.55.gate_proj": 0.005477058159093061,
"model.layers.6.mlp.experts.55.up_proj": 0.00441148264175978,
"model.layers.6.mlp.experts.55.down_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.56.gate_proj": 0.004198367538293124,
"model.layers.6.mlp.experts.56.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.56.down_proj": 0.0036868912899731495,
"model.layers.6.mlp.experts.57.gate_proj": 0.004496728683146442,
"model.layers.6.mlp.experts.57.up_proj": 0.004027875455519799,
"model.layers.6.mlp.experts.57.down_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.58.gate_proj": 0.004539351703839774,
"model.layers.6.mlp.experts.58.up_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.58.down_proj": 0.003772137331359812,
"model.layers.6.mlp.experts.59.gate_proj": 0.0047098437866130985,
"model.layers.6.mlp.experts.59.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.59.down_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.60.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.60.up_proj": 0.0039000063934398056,
"model.layers.6.mlp.experts.60.down_proj": 0.003729514310666481,
"model.layers.6.mlp.experts.61.gate_proj": 0.004667220765919767,
"model.layers.6.mlp.experts.61.up_proj": 0.0038147603520531435,
"model.layers.6.mlp.experts.61.down_proj": 0.0036442682692798185,
"model.layers.6.mlp.experts.62.gate_proj": 0.004454105662453111,
"model.layers.6.mlp.experts.62.up_proj": 0.003985252434826468,
"model.layers.6.mlp.experts.62.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.experts.63.gate_proj": 0.005178697014239742,
"model.layers.6.mlp.experts.63.up_proj": 0.00407049847621313,
"model.layers.6.mlp.experts.63.down_proj": 0.0038573833727464746,
"model.layers.6.mlp.shared_experts.gate_proj": 0.0024508236898665445,
"model.layers.6.mlp.shared_experts.up_proj": 0.0026639387933332006,
"model.layers.6.mlp.shared_experts.down_proj": 0.002706561814026532,
"model.layers.7.self_attn.q_proj": 0.012254118449332723,
"model.layers.7.self_attn.k_proj": 0.011231165952692773,
"model.layers.7.self_attn.v_proj": 0.0030049229588798502,
"model.layers.7.self_attn.o_proj": 0.002749184834719863,
"model.layers.7.mlp.experts.0.gate_proj": 0.004155744517599793,
"model.layers.7.mlp.experts.0.up_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.0.down_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.1.gate_proj": 0.0050508279521597485,
"model.layers.7.mlp.experts.1.up_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.1.down_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.2.gate_proj": 0.004667220765919767,
"model.layers.7.mlp.experts.2.up_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.2.down_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.3.gate_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.3.up_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.3.down_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.4.gate_proj": 0.0047098437866130985,
"model.layers.7.mlp.experts.4.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.4.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.5.gate_proj": 0.004326236600373118,
"model.layers.7.mlp.experts.5.up_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.5.down_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.6.gate_proj": 0.004326236600373118,
"model.layers.7.mlp.experts.6.up_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.6.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.7.gate_proj": 0.0048377128486930925,
"model.layers.7.mlp.experts.7.up_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.7.down_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.8.gate_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.8.up_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.8.down_proj": 0.003559022227893156,
"model.layers.7.mlp.experts.9.gate_proj": 0.0050082049314664175,
"model.layers.7.mlp.experts.9.up_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.9.down_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.10.gate_proj": 0.004496728683146442,
"model.layers.7.mlp.experts.10.up_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.10.down_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.11.gate_proj": 0.004198367538293124,
"model.layers.7.mlp.experts.11.up_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.11.down_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.12.gate_proj": 0.004496728683146442,
"model.layers.7.mlp.experts.12.up_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.12.down_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.13.gate_proj": 0.005136073993546411,
"model.layers.7.mlp.experts.13.up_proj": 0.004496728683146442,
"model.layers.7.mlp.experts.13.down_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.14.gate_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.14.up_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.14.down_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.15.gate_proj": 0.004496728683146442,
"model.layers.7.mlp.experts.15.up_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.15.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.16.gate_proj": 0.0049229588900797545,
"model.layers.7.mlp.experts.16.up_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.16.down_proj": 0.004155744517599793,
"model.layers.7.mlp.experts.17.gate_proj": 0.006244272531573022,
"model.layers.7.mlp.experts.17.up_proj": 0.0048377128486930925,
"model.layers.7.mlp.experts.17.down_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.18.gate_proj": 0.0047098437866130985,
"model.layers.7.mlp.experts.18.up_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.18.down_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.19.gate_proj": 0.005562304200479723,
"model.layers.7.mlp.experts.19.up_proj": 0.004624597745226436,
"model.layers.7.mlp.experts.19.down_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.20.gate_proj": 0.0048377128486930925,
"model.layers.7.mlp.experts.20.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.20.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.21.gate_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.21.up_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.21.down_proj": 0.0036016452485864874,
"model.layers.7.mlp.experts.22.gate_proj": 0.004155744517599793,
"model.layers.7.mlp.experts.22.up_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.22.down_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.23.gate_proj": 0.00407049847621313,
"model.layers.7.mlp.experts.23.up_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.23.down_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.24.gate_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.24.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.24.down_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.25.gate_proj": 0.004667220765919767,
"model.layers.7.mlp.experts.25.up_proj": 0.004198367538293124,
"model.layers.7.mlp.experts.25.down_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.26.gate_proj": 0.004326236600373118,
"model.layers.7.mlp.experts.26.up_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.26.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.27.gate_proj": 0.005221320034933074,
"model.layers.7.mlp.experts.27.up_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.27.down_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.28.gate_proj": 0.004454105662453111,
"model.layers.7.mlp.experts.28.up_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.28.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.29.gate_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.29.up_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.29.down_proj": 0.003559022227893156,
"model.layers.7.mlp.experts.30.gate_proj": 0.004581974724533105,
"model.layers.7.mlp.experts.30.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.30.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.31.gate_proj": 0.004496728683146442,
"model.layers.7.mlp.experts.31.up_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.31.down_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.32.gate_proj": 0.0048377128486930925,
"model.layers.7.mlp.experts.32.up_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.32.down_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.33.gate_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.33.up_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.33.down_proj": 0.0036016452485864874,
"model.layers.7.mlp.experts.34.gate_proj": 0.004795089827999761,
"model.layers.7.mlp.experts.34.up_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.34.down_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.35.gate_proj": 0.004454105662453111,
"model.layers.7.mlp.experts.35.up_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.35.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.36.gate_proj": 0.004667220765919767,
"model.layers.7.mlp.experts.36.up_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.36.down_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.37.gate_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.37.up_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.37.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.38.gate_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.38.up_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.38.down_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.39.gate_proj": 0.005604927221173054,
"model.layers.7.mlp.experts.39.up_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.39.down_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.40.gate_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.40.up_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.40.down_proj": 0.0036016452485864874,
"model.layers.7.mlp.experts.41.gate_proj": 0.004198367538293124,
"model.layers.7.mlp.experts.41.up_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.41.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.42.gate_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.42.up_proj": 0.0036442682692798185,
"model.layers.7.mlp.experts.42.down_proj": 0.003516399207199825,
"model.layers.7.mlp.experts.43.gate_proj": 0.0049655819107730865,
"model.layers.7.mlp.experts.43.up_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.43.down_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.44.gate_proj": 0.005647550241866386,
"model.layers.7.mlp.experts.44.up_proj": 0.004581974724533105,
"model.layers.7.mlp.experts.44.down_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.45.gate_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.45.up_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.45.down_proj": 0.003559022227893156,
"model.layers.7.mlp.experts.46.gate_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.46.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.46.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.47.gate_proj": 0.004454105662453111,
"model.layers.7.mlp.experts.47.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.47.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.48.gate_proj": 0.00407049847621313,
"model.layers.7.mlp.experts.48.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.48.down_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.49.gate_proj": 0.004283613579679786,
"model.layers.7.mlp.experts.49.up_proj": 0.0036868912899731495,
"model.layers.7.mlp.experts.49.down_proj": 0.003516399207199825,
"model.layers.7.mlp.experts.50.gate_proj": 0.00509345097285308,
"model.layers.7.mlp.experts.50.up_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.50.down_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.51.gate_proj": 0.005477058159093061,
"model.layers.7.mlp.experts.51.up_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.51.down_proj": 0.00407049847621313,
"model.layers.7.mlp.experts.52.gate_proj": 0.0048377128486930925,
"model.layers.7.mlp.experts.52.up_proj": 0.003942629414133137,
"model.layers.7.mlp.experts.52.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.53.gate_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.53.up_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.53.down_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.54.gate_proj": 0.004795089827999761,
"model.layers.7.mlp.experts.54.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.54.down_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.55.gate_proj": 0.00581804232463971,
"model.layers.7.mlp.experts.55.up_proj": 0.004624597745226436,
"model.layers.7.mlp.experts.55.down_proj": 0.004155744517599793,
"model.layers.7.mlp.experts.56.gate_proj": 0.004113121496906462,
"model.layers.7.mlp.experts.56.up_proj": 0.003729514310666481,
"model.layers.7.mlp.experts.56.down_proj": 0.0036016452485864874,
"model.layers.7.mlp.experts.57.gate_proj": 0.004795089827999761,
"model.layers.7.mlp.experts.57.up_proj": 0.00407049847621313,
"model.layers.7.mlp.experts.57.down_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.58.gate_proj": 0.004368859621066449,
"model.layers.7.mlp.experts.58.up_proj": 0.0039000063934398056,
"model.layers.7.mlp.experts.58.down_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.59.gate_proj": 0.004326236600373118,
"model.layers.7.mlp.experts.59.up_proj": 0.0038573833727464746,
"model.layers.7.mlp.experts.59.down_proj": 0.003772137331359812,
"model.layers.7.mlp.experts.60.gate_proj": 0.0048803358693864235,
"model.layers.7.mlp.experts.60.up_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.60.down_proj": 0.004198367538293124,
"model.layers.7.mlp.experts.61.gate_proj": 0.0050508279521597485,
"model.layers.7.mlp.experts.61.up_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.61.down_proj": 0.004240990558986455,
"model.layers.7.mlp.experts.62.gate_proj": 0.00441148264175978,
"model.layers.7.mlp.experts.62.up_proj": 0.004027875455519799,
"model.layers.7.mlp.experts.62.down_proj": 0.0038147603520531435,
"model.layers.7.mlp.experts.63.gate_proj": 0.004454105662453111,
"model.layers.7.mlp.experts.63.up_proj": 0.003985252434826468,
"model.layers.7.mlp.experts.63.down_proj": 0.0039000063934398056,
"model.layers.7.mlp.shared_experts.gate_proj": 0.0024508236898665445,
"model.layers.7.mlp.shared_experts.up_proj": 0.002493446710559876,
"model.layers.7.mlp.shared_experts.down_proj": 0.0024508236898665445,
"model.layers.8.self_attn.q_proj": 0.011572150118239423,
"model.layers.8.self_attn.k_proj": 0.010890181787146125,
"model.layers.8.self_attn.v_proj": 0.0034311531658131624,
"model.layers.8.self_attn.o_proj": 0.0031754150416531753,
"model.layers.8.mlp.experts.0.gate_proj": 0.0050508279521597485,
"model.layers.8.mlp.experts.0.up_proj": 0.004283613579679786,
"model.layers.8.mlp.experts.0.down_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.1.gate_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.1.up_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.1.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.2.gate_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.2.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.2.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.3.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.3.up_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.3.down_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.4.gate_proj": 0.005306566076319736,
"model.layers.8.mlp.experts.4.up_proj": 0.004624597745226436,
"model.layers.8.mlp.experts.4.down_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.5.gate_proj": 0.004795089827999761,
"model.layers.8.mlp.experts.5.up_proj": 0.004326236600373118,
"model.layers.8.mlp.experts.5.down_proj": 0.004283613579679786,
"model.layers.8.mlp.experts.6.gate_proj": 0.005306566076319736,
"model.layers.8.mlp.experts.6.up_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.6.down_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.7.gate_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.7.up_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.7.down_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.8.gate_proj": 0.00407049847621313,
"model.layers.8.mlp.experts.8.up_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.8.down_proj": 0.0034737761865064934,
"model.layers.8.mlp.experts.9.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.9.up_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.9.down_proj": 0.00407049847621313,
"model.layers.8.mlp.experts.10.gate_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.10.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.10.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.11.gate_proj": 0.004667220765919767,
"model.layers.8.mlp.experts.11.up_proj": 0.004240990558986455,
"model.layers.8.mlp.experts.11.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.12.gate_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.12.up_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.12.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.13.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.13.up_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.13.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.14.gate_proj": 0.004454105662453111,
"model.layers.8.mlp.experts.14.up_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.14.down_proj": 0.0036868912899731495,
"model.layers.8.mlp.experts.15.gate_proj": 0.004283613579679786,
"model.layers.8.mlp.experts.15.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.15.down_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.16.gate_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.16.up_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.16.down_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.17.gate_proj": 0.004624597745226436,
"model.layers.8.mlp.experts.17.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.17.down_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.18.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.18.up_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.18.down_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.19.gate_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.19.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.19.down_proj": 0.0036868912899731495,
"model.layers.8.mlp.experts.20.gate_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.20.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.20.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.21.gate_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.21.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.21.down_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.22.gate_proj": 0.004624597745226436,
"model.layers.8.mlp.experts.22.up_proj": 0.00407049847621313,
"model.layers.8.mlp.experts.22.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.23.gate_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.23.up_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.23.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.24.gate_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.24.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.24.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.25.gate_proj": 0.004667220765919767,
"model.layers.8.mlp.experts.25.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.25.down_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.26.gate_proj": 0.005136073993546411,
"model.layers.8.mlp.experts.26.up_proj": 0.004113121496906462,
"model.layers.8.mlp.experts.26.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.27.gate_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.27.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.27.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.28.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.28.up_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.28.down_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.29.gate_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.29.up_proj": 0.004240990558986455,
"model.layers.8.mlp.experts.29.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.30.gate_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.30.up_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.30.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.31.gate_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.31.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.31.down_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.32.gate_proj": 0.005860665345333042,
"model.layers.8.mlp.experts.32.up_proj": 0.0050508279521597485,
"model.layers.8.mlp.experts.32.down_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.33.gate_proj": 0.004113121496906462,
"model.layers.8.mlp.experts.33.up_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.33.down_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.34.gate_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.34.up_proj": 0.004240990558986455,
"model.layers.8.mlp.experts.34.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.35.gate_proj": 0.004283613579679786,
"model.layers.8.mlp.experts.35.up_proj": 0.004113121496906462,
"model.layers.8.mlp.experts.35.down_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.36.gate_proj": 0.004326236600373118,
"model.layers.8.mlp.experts.36.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.36.down_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.37.gate_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.37.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.37.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.38.gate_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.38.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.38.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.39.gate_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.39.up_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.39.down_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.40.gate_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.40.up_proj": 0.004113121496906462,
"model.layers.8.mlp.experts.40.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.41.gate_proj": 0.004326236600373118,
"model.layers.8.mlp.experts.41.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.41.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.42.gate_proj": 0.004240990558986455,
"model.layers.8.mlp.experts.42.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.42.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.43.gate_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.43.up_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.43.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.44.gate_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.44.up_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.44.down_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.45.gate_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.45.up_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.45.down_proj": 0.0036868912899731495,
"model.layers.8.mlp.experts.46.gate_proj": 0.004454105662453111,
"model.layers.8.mlp.experts.46.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.46.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.47.gate_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.47.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.47.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.48.gate_proj": 0.0049655819107730865,
"model.layers.8.mlp.experts.48.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.48.down_proj": 0.00407049847621313,
"model.layers.8.mlp.experts.49.gate_proj": 0.0048377128486930925,
"model.layers.8.mlp.experts.49.up_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.49.down_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.50.gate_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.50.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.50.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.51.gate_proj": 0.005136073993546411,
"model.layers.8.mlp.experts.51.up_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.51.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.52.gate_proj": 0.00475246680730643,
"model.layers.8.mlp.experts.52.up_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.52.down_proj": 0.004113121496906462,
"model.layers.8.mlp.experts.53.gate_proj": 0.005178697014239742,
"model.layers.8.mlp.experts.53.up_proj": 0.004624597745226436,
"model.layers.8.mlp.experts.53.down_proj": 0.004155744517599793,
"model.layers.8.mlp.experts.54.gate_proj": 0.004198367538293124,
"model.layers.8.mlp.experts.54.up_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.54.down_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.55.gate_proj": 0.005306566076319736,
"model.layers.8.mlp.experts.55.up_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.55.down_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.56.gate_proj": 0.0050508279521597485,
"model.layers.8.mlp.experts.56.up_proj": 0.004027875455519799,
"model.layers.8.mlp.experts.56.down_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.57.gate_proj": 0.004496728683146442,
"model.layers.8.mlp.experts.57.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.57.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.58.gate_proj": 0.004581974724533105,
"model.layers.8.mlp.experts.58.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.58.down_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.59.gate_proj": 0.00441148264175978,
"model.layers.8.mlp.experts.59.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.59.down_proj": 0.0038147603520531435,
"model.layers.8.mlp.experts.60.gate_proj": 0.004240990558986455,
"model.layers.8.mlp.experts.60.up_proj": 0.0039000063934398056,
"model.layers.8.mlp.experts.60.down_proj": 0.003729514310666481,
"model.layers.8.mlp.experts.61.gate_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.61.up_proj": 0.003772137331359812,
"model.layers.8.mlp.experts.61.down_proj": 0.0036442682692798185,
"model.layers.8.mlp.experts.62.gate_proj": 0.004539351703839774,
"model.layers.8.mlp.experts.62.up_proj": 0.003942629414133137,
"model.layers.8.mlp.experts.62.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.experts.63.gate_proj": 0.004368859621066449,
"model.layers.8.mlp.experts.63.up_proj": 0.003985252434826468,
"model.layers.8.mlp.experts.63.down_proj": 0.0038573833727464746,
"model.layers.8.mlp.shared_experts.gate_proj": 0.0028770538967998567,
"model.layers.8.mlp.shared_experts.up_proj": 0.0018114783794665765,
"model.layers.8.mlp.shared_experts.down_proj": 0.0018967244208532388,
"model.layers.9.self_attn.q_proj": 0.012083626366559398,
"model.layers.9.self_attn.k_proj": 0.011401658035466099,
"model.layers.9.self_attn.v_proj": 0.003260661083039838,
"model.layers.9.self_attn.o_proj": 0.003132792020959844,
"model.layers.9.mlp.experts.0.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.0.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.0.down_proj": 0.0038147603520531435,
"model.layers.9.mlp.experts.1.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.1.up_proj": 0.0038573833727464746,
"model.layers.9.mlp.experts.1.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.2.gate_proj": 0.004496728683146442,
"model.layers.9.mlp.experts.2.up_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.2.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.3.gate_proj": 0.004496728683146442,
"model.layers.9.mlp.experts.3.up_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.3.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.4.gate_proj": 0.004581974724533105,
"model.layers.9.mlp.experts.4.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.4.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.5.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.5.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.5.down_proj": 0.003942629414133137,
"model.layers.9.mlp.experts.6.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.6.up_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.6.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.7.gate_proj": 0.0047098437866130985,
"model.layers.9.mlp.experts.7.up_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.7.down_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.8.gate_proj": 0.004795089827999761,
"model.layers.9.mlp.experts.8.up_proj": 0.004454105662453111,
"model.layers.9.mlp.experts.8.down_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.9.gate_proj": 0.0050082049314664175,
"model.layers.9.mlp.experts.9.up_proj": 0.00475246680730643,
"model.layers.9.mlp.experts.9.down_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.10.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.10.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.10.down_proj": 0.003772137331359812,
"model.layers.9.mlp.experts.11.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.11.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.11.down_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.12.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.12.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.12.down_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.13.gate_proj": 0.0048377128486930925,
"model.layers.9.mlp.experts.13.up_proj": 0.004368859621066449,
"model.layers.9.mlp.experts.13.down_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.14.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.14.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.14.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.15.gate_proj": 0.005178697014239742,
"model.layers.9.mlp.experts.15.up_proj": 0.004581974724533105,
"model.layers.9.mlp.experts.15.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.16.gate_proj": 0.004454105662453111,
"model.layers.9.mlp.experts.16.up_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.16.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.17.gate_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.17.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.17.down_proj": 0.0038147603520531435,
"model.layers.9.mlp.experts.18.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.18.up_proj": 0.004283613579679786,
"model.layers.9.mlp.experts.18.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.19.gate_proj": 0.004368859621066449,
"model.layers.9.mlp.experts.19.up_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.19.down_proj": 0.0038573833727464746,
"model.layers.9.mlp.experts.20.gate_proj": 0.004496728683146442,
"model.layers.9.mlp.experts.20.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.20.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.21.gate_proj": 0.004368859621066449,
"model.layers.9.mlp.experts.21.up_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.21.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.22.gate_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.22.up_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.22.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.23.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.23.up_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.23.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.24.gate_proj": 0.004454105662453111,
"model.layers.9.mlp.experts.24.up_proj": 0.0038573833727464746,
"model.layers.9.mlp.experts.24.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.25.gate_proj": 0.0047098437866130985,
"model.layers.9.mlp.experts.25.up_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.25.down_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.26.gate_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.26.up_proj": 0.003942629414133137,
"model.layers.9.mlp.experts.26.down_proj": 0.0038147603520531435,
"model.layers.9.mlp.experts.27.gate_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.27.up_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.27.down_proj": 0.003772137331359812,
"model.layers.9.mlp.experts.28.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.28.up_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.28.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.29.gate_proj": 0.0047098437866130985,
"model.layers.9.mlp.experts.29.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.29.down_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.30.gate_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.30.up_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.30.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.31.gate_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.31.up_proj": 0.0038147603520531435,
"model.layers.9.mlp.experts.31.down_proj": 0.0036442682692798185,
"model.layers.9.mlp.experts.32.gate_proj": 0.004795089827999761,
"model.layers.9.mlp.experts.32.up_proj": 0.004581974724533105,
"model.layers.9.mlp.experts.32.down_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.33.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.33.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.33.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.34.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.34.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.34.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.35.gate_proj": 0.0049655819107730865,
"model.layers.9.mlp.experts.35.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.35.down_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.36.gate_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.36.up_proj": 0.0038147603520531435,
"model.layers.9.mlp.experts.36.down_proj": 0.003729514310666481,
"model.layers.9.mlp.experts.37.gate_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.37.up_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.37.down_proj": 0.0036442682692798185,
"model.layers.9.mlp.experts.38.gate_proj": 0.004667220765919767,
"model.layers.9.mlp.experts.38.up_proj": 0.004283613579679786,
"model.layers.9.mlp.experts.38.down_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.39.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.39.up_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.39.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.40.gate_proj": 0.004283613579679786,
"model.layers.9.mlp.experts.40.up_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.40.down_proj": 0.003729514310666481,
"model.layers.9.mlp.experts.41.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.41.up_proj": 0.004283613579679786,
"model.layers.9.mlp.experts.41.down_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.42.gate_proj": 0.004368859621066449,
"model.layers.9.mlp.experts.42.up_proj": 0.00407049847621313,
"model.layers.9.mlp.experts.42.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.43.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.43.up_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.43.down_proj": 0.003942629414133137,
"model.layers.9.mlp.experts.44.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.44.up_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.44.down_proj": 0.0036868912899731495,
"model.layers.9.mlp.experts.45.gate_proj": 0.004581974724533105,
"model.layers.9.mlp.experts.45.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.45.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.46.gate_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.46.up_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.46.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.47.gate_proj": 0.0049229588900797545,
"model.layers.9.mlp.experts.47.up_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.47.down_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.48.gate_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.48.up_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.48.down_proj": 0.003942629414133137,
"model.layers.9.mlp.experts.49.gate_proj": 0.00475246680730643,
"model.layers.9.mlp.experts.49.up_proj": 0.004581974724533105,
"model.layers.9.mlp.experts.49.down_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.50.gate_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.50.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.50.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.51.gate_proj": 0.004198367538293124,
"model.layers.9.mlp.experts.51.up_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.51.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.52.gate_proj": 0.004283613579679786,
"model.layers.9.mlp.experts.52.up_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.52.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.53.gate_proj": 0.004496728683146442,
"model.layers.9.mlp.experts.53.up_proj": 0.004368859621066449,
"model.layers.9.mlp.experts.53.down_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.54.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.54.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.54.down_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.55.gate_proj": 0.005263943055626405,
"model.layers.9.mlp.experts.55.up_proj": 0.004795089827999761,
"model.layers.9.mlp.experts.55.down_proj": 0.004454105662453111,
"model.layers.9.mlp.experts.56.gate_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.56.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.56.down_proj": 0.003985252434826468,
"model.layers.9.mlp.experts.57.gate_proj": 0.004454105662453111,
"model.layers.9.mlp.experts.57.up_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.57.down_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.58.gate_proj": 0.00509345097285308,
"model.layers.9.mlp.experts.58.up_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.58.down_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.59.gate_proj": 0.005136073993546411,
"model.layers.9.mlp.experts.59.up_proj": 0.004624597745226436,
"model.layers.9.mlp.experts.59.down_proj": 0.004539351703839774,
"model.layers.9.mlp.experts.60.gate_proj": 0.004326236600373118,
"model.layers.9.mlp.experts.60.up_proj": 0.004027875455519799,
"model.layers.9.mlp.experts.60.down_proj": 0.003942629414133137,
"model.layers.9.mlp.experts.61.gate_proj": 0.004624597745226436,
"model.layers.9.mlp.experts.61.up_proj": 0.00441148264175978,
"model.layers.9.mlp.experts.61.down_proj": 0.004155744517599793,
"model.layers.9.mlp.experts.62.gate_proj": 0.0039000063934398056,
"model.layers.9.mlp.experts.62.up_proj": 0.0038573833727464746,
"model.layers.9.mlp.experts.62.down_proj": 0.0036868912899731495,
"model.layers.9.mlp.experts.63.gate_proj": 0.004240990558986455,
"model.layers.9.mlp.experts.63.up_proj": 0.004113121496906462,
"model.layers.9.mlp.experts.63.down_proj": 0.0038573833727464746,
"model.layers.9.mlp.shared_experts.gate_proj": 0.0031754150416531753,
"model.layers.9.mlp.shared_experts.up_proj": 0.0017688553587732452,
"model.layers.9.mlp.shared_experts.down_proj": 0.0020245934829332323,
"model.layers.10.self_attn.q_proj": 0.011060673869919449,
"model.layers.10.self_attn.k_proj": 0.01037870553882615,
"model.layers.10.self_attn.v_proj": 0.0038147603520531435,
"model.layers.10.self_attn.o_proj": 0.0036868912899731495,
"model.layers.10.mlp.experts.0.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.0.up_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.0.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.1.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.1.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.1.down_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.2.gate_proj": 0.0047098437866130985,
"model.layers.10.mlp.experts.2.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.2.down_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.3.gate_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.3.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.3.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.4.gate_proj": 0.0048377128486930925,
"model.layers.10.mlp.experts.4.up_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.4.down_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.5.gate_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.5.up_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.5.down_proj": 0.0039000063934398056,
"model.layers.10.mlp.experts.6.gate_proj": 0.005306566076319736,
"model.layers.10.mlp.experts.6.up_proj": 0.004667220765919767,
"model.layers.10.mlp.experts.6.down_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.7.gate_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.7.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.7.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.8.gate_proj": 0.0050508279521597485,
"model.layers.10.mlp.experts.8.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.8.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.9.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.9.up_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.9.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.10.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.10.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.10.down_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.11.gate_proj": 0.004581974724533105,
"model.layers.10.mlp.experts.11.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.11.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.12.gate_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.12.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.12.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.13.gate_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.13.up_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.13.down_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.14.gate_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.14.up_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.14.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.15.gate_proj": 0.0049655819107730865,
"model.layers.10.mlp.experts.15.up_proj": 0.00475246680730643,
"model.layers.10.mlp.experts.15.down_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.16.gate_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.16.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.16.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.17.gate_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.17.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.17.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.18.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.18.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.18.down_proj": 0.0039000063934398056,
"model.layers.10.mlp.experts.19.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.19.up_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.19.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.20.gate_proj": 0.004624597745226436,
"model.layers.10.mlp.experts.20.up_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.20.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.21.gate_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.21.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.21.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.22.gate_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.22.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.22.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.23.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.23.up_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.23.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.24.gate_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.24.up_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.24.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.25.gate_proj": 0.0047098437866130985,
"model.layers.10.mlp.experts.25.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.25.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.26.gate_proj": 0.004624597745226436,
"model.layers.10.mlp.experts.26.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.26.down_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.27.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.27.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.27.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.28.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.28.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.28.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.29.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.29.up_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.29.down_proj": 0.0039000063934398056,
"model.layers.10.mlp.experts.30.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.30.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.30.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.31.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.31.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.31.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.32.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.32.up_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.32.down_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.33.gate_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.33.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.33.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.34.gate_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.34.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.34.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.35.gate_proj": 0.0048803358693864235,
"model.layers.10.mlp.experts.35.up_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.35.down_proj": 0.004539351703839774,
"model.layers.10.mlp.experts.36.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.36.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.36.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.37.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.37.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.37.down_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.38.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.38.up_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.38.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.39.gate_proj": 0.004581974724533105,
"model.layers.10.mlp.experts.39.up_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.39.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.40.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.40.up_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.40.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.41.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.41.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.41.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.42.gate_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.42.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.42.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.43.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.43.up_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.43.down_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.44.gate_proj": 0.004795089827999761,
"model.layers.10.mlp.experts.44.up_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.44.down_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.45.gate_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.45.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.45.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.46.gate_proj": 0.0047098437866130985,
"model.layers.10.mlp.experts.46.up_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.46.down_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.47.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.47.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.47.down_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.48.gate_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.48.up_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.48.down_proj": 0.003942629414133137,
"model.layers.10.mlp.experts.49.gate_proj": 0.004496728683146442,
"model.layers.10.mlp.experts.49.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.49.down_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.50.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.50.up_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.50.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.51.gate_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.51.up_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.51.down_proj": 0.0038573833727464746,
"model.layers.10.mlp.experts.52.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.52.up_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.52.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.53.gate_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.53.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.53.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.54.gate_proj": 0.004624597745226436,
"model.layers.10.mlp.experts.54.up_proj": 0.004155744517599793,
"model.layers.10.mlp.experts.54.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.55.gate_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.55.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.55.down_proj": 0.003985252434826468,
"model.layers.10.mlp.experts.56.gate_proj": 0.004667220765919767,
"model.layers.10.mlp.experts.56.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.56.down_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.57.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.57.up_proj": 0.004283613579679786,
"model.layers.10.mlp.experts.57.down_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.58.gate_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.58.up_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.58.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.59.gate_proj": 0.004667220765919767,
"model.layers.10.mlp.experts.59.up_proj": 0.004624597745226436,
"model.layers.10.mlp.experts.59.down_proj": 0.004240990558986455,
"model.layers.10.mlp.experts.60.gate_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.60.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.60.down_proj": 0.004113121496906462,
"model.layers.10.mlp.experts.61.gate_proj": 0.004368859621066449,
"model.layers.10.mlp.experts.61.up_proj": 0.004198367538293124,
"model.layers.10.mlp.experts.61.down_proj": 0.00407049847621313,
"model.layers.10.mlp.experts.62.gate_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.62.up_proj": 0.004326236600373118,
"model.layers.10.mlp.experts.62.down_proj": 0.004027875455519799,
"model.layers.10.mlp.experts.63.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.experts.63.up_proj": 0.00441148264175978,
"model.layers.10.mlp.experts.63.down_proj": 0.004113121496906462,
"model.layers.10.mlp.shared_experts.gate_proj": 0.004454105662453111,
"model.layers.10.mlp.shared_experts.up_proj": 0.0014278711932265956,
"model.layers.10.mlp.shared_experts.down_proj": 0.001726232338079914,
"model.layers.11.self_attn.q_proj": 0.013873793235679308,
"model.layers.11.self_attn.k_proj": 0.014385269483999284,
"model.layers.11.self_attn.v_proj": 0.0050082049314664175,
"model.layers.11.self_attn.o_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.0.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.0.up_proj": 0.004624597745226436,
"model.layers.11.mlp.experts.0.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.1.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.1.up_proj": 0.004624597745226436,
"model.layers.11.mlp.experts.1.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.2.gate_proj": 0.005477058159093061,
"model.layers.11.mlp.experts.2.up_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.2.down_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.3.gate_proj": 0.005477058159093061,
"model.layers.11.mlp.experts.3.up_proj": 0.005136073993546411,
"model.layers.11.mlp.experts.3.down_proj": 0.0048803358693864235,
"model.layers.11.mlp.experts.4.gate_proj": 0.005306566076319736,
"model.layers.11.mlp.experts.4.up_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.4.down_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.5.gate_proj": 0.005391812117706398,
"model.layers.11.mlp.experts.5.up_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.5.down_proj": 0.004454105662453111,
"model.layers.11.mlp.experts.6.gate_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.6.up_proj": 0.004198367538293124,
"model.layers.11.mlp.experts.6.down_proj": 0.0038573833727464746,
"model.layers.11.mlp.experts.7.gate_proj": 0.005136073993546411,
"model.layers.11.mlp.experts.7.up_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.7.down_proj": 0.004198367538293124,
"model.layers.11.mlp.experts.8.gate_proj": 0.005519681179786392,
"model.layers.11.mlp.experts.8.up_proj": 0.005221320034933074,
"model.layers.11.mlp.experts.8.down_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.9.gate_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.9.up_proj": 0.004368859621066449,
"model.layers.11.mlp.experts.9.down_proj": 0.0036868912899731495,
"model.layers.11.mlp.experts.10.gate_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.10.up_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.10.down_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.11.gate_proj": 0.005647550241866386,
"model.layers.11.mlp.experts.11.up_proj": 0.005136073993546411,
"model.layers.11.mlp.experts.11.down_proj": 0.00441148264175978,
"model.layers.11.mlp.experts.12.gate_proj": 0.005263943055626405,
"model.layers.11.mlp.experts.12.up_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.12.down_proj": 0.004027875455519799,
"model.layers.11.mlp.experts.13.gate_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.13.up_proj": 0.004795089827999761,
"model.layers.11.mlp.experts.13.down_proj": 0.004454105662453111,
"model.layers.11.mlp.experts.14.gate_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.14.up_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.14.down_proj": 0.003985252434826468,
"model.layers.11.mlp.experts.15.gate_proj": 0.00543443513839973,
"model.layers.11.mlp.experts.15.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.15.down_proj": 0.004539351703839774,
"model.layers.11.mlp.experts.16.gate_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.16.up_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.16.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.17.gate_proj": 0.006414764614346347,
"model.layers.11.mlp.experts.17.up_proj": 0.005732796283253048,
"model.layers.11.mlp.experts.17.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.18.gate_proj": 0.005349189097013067,
"model.layers.11.mlp.experts.18.up_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.18.down_proj": 0.004539351703839774,
"model.layers.11.mlp.experts.19.gate_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.19.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.19.down_proj": 0.004368859621066449,
"model.layers.11.mlp.experts.20.gate_proj": 0.006201649510879691,
"model.layers.11.mlp.experts.20.up_proj": 0.006286895552266353,
"model.layers.11.mlp.experts.20.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.21.gate_proj": 0.005178697014239742,
"model.layers.11.mlp.experts.21.up_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.21.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.22.gate_proj": 0.005221320034933074,
"model.layers.11.mlp.experts.22.up_proj": 0.004198367538293124,
"model.layers.11.mlp.experts.22.down_proj": 0.004027875455519799,
"model.layers.11.mlp.experts.23.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.23.up_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.23.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.24.gate_proj": 0.005349189097013067,
"model.layers.11.mlp.experts.24.up_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.24.down_proj": 0.004155744517599793,
"model.layers.11.mlp.experts.25.gate_proj": 0.00543443513839973,
"model.layers.11.mlp.experts.25.up_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.25.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.26.gate_proj": 0.005306566076319736,
"model.layers.11.mlp.experts.26.up_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.26.down_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.27.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.27.up_proj": 0.004624597745226436,
"model.layers.11.mlp.experts.27.down_proj": 0.00441148264175978,
"model.layers.11.mlp.experts.28.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.28.up_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.28.down_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.29.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.29.up_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.29.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.30.gate_proj": 0.005221320034933074,
"model.layers.11.mlp.experts.30.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.30.down_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.31.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.31.up_proj": 0.004454105662453111,
"model.layers.11.mlp.experts.31.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.32.gate_proj": 0.00581804232463971,
"model.layers.11.mlp.experts.32.up_proj": 0.005263943055626405,
"model.layers.11.mlp.experts.32.down_proj": 0.005477058159093061,
"model.layers.11.mlp.experts.33.gate_proj": 0.0048803358693864235,
"model.layers.11.mlp.experts.33.up_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.33.down_proj": 0.00441148264175978,
"model.layers.11.mlp.experts.34.gate_proj": 0.005178697014239742,
"model.layers.11.mlp.experts.34.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.34.down_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.35.gate_proj": 0.005221320034933074,
"model.layers.11.mlp.experts.35.up_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.35.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.36.gate_proj": 0.0049229588900797545,
"model.layers.11.mlp.experts.36.up_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.36.down_proj": 0.004240990558986455,
"model.layers.11.mlp.experts.37.gate_proj": 0.0048803358693864235,
"model.layers.11.mlp.experts.37.up_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.37.down_proj": 0.004027875455519799,
"model.layers.11.mlp.experts.38.gate_proj": 0.005477058159093061,
"model.layers.11.mlp.experts.38.up_proj": 0.005306566076319736,
"model.layers.11.mlp.experts.38.down_proj": 0.004368859621066449,
"model.layers.11.mlp.experts.39.gate_proj": 0.005477058159093061,
"model.layers.11.mlp.experts.39.up_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.39.down_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.40.gate_proj": 0.005690173262559717,
"model.layers.11.mlp.experts.40.up_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.40.down_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.41.gate_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.41.up_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.41.down_proj": 0.004326236600373118,
"model.layers.11.mlp.experts.42.gate_proj": 0.005178697014239742,
"model.layers.11.mlp.experts.42.up_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.42.down_proj": 0.004539351703839774,
"model.layers.11.mlp.experts.43.gate_proj": 0.005519681179786392,
"model.layers.11.mlp.experts.43.up_proj": 0.004795089827999761,
"model.layers.11.mlp.experts.43.down_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.44.gate_proj": 0.005263943055626405,
"model.layers.11.mlp.experts.44.up_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.44.down_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.45.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.45.up_proj": 0.004368859621066449,
"model.layers.11.mlp.experts.45.down_proj": 0.004027875455519799,
"model.layers.11.mlp.experts.46.gate_proj": 0.006244272531573022,
"model.layers.11.mlp.experts.46.up_proj": 0.006201649510879691,
"model.layers.11.mlp.experts.46.down_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.47.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.47.up_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.47.down_proj": 0.0038573833727464746,
"model.layers.11.mlp.experts.48.gate_proj": 0.0050082049314664175,
"model.layers.11.mlp.experts.48.up_proj": 0.0047098437866130985,
"model.layers.11.mlp.experts.48.down_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.49.gate_proj": 0.004581974724533105,
"model.layers.11.mlp.experts.49.up_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.49.down_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.50.gate_proj": 0.005306566076319736,
"model.layers.11.mlp.experts.50.up_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.50.down_proj": 0.004539351703839774,
"model.layers.11.mlp.experts.51.gate_proj": 0.00509345097285308,
"model.layers.11.mlp.experts.51.up_proj": 0.004795089827999761,
"model.layers.11.mlp.experts.51.down_proj": 0.004496728683146442,
"model.layers.11.mlp.experts.52.gate_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.52.up_proj": 0.004624597745226436,
"model.layers.11.mlp.experts.52.down_proj": 0.00407049847621313,
"model.layers.11.mlp.experts.53.gate_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.53.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.53.down_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.54.gate_proj": 0.005690173262559717,
"model.layers.11.mlp.experts.54.up_proj": 0.0048803358693864235,
"model.layers.11.mlp.experts.54.down_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.55.gate_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.55.up_proj": 0.004667220765919767,
"model.layers.11.mlp.experts.55.down_proj": 0.003942629414133137,
"model.layers.11.mlp.experts.56.gate_proj": 0.005178697014239742,
"model.layers.11.mlp.experts.56.up_proj": 0.0048803358693864235,
"model.layers.11.mlp.experts.56.down_proj": 0.004624597745226436,
"model.layers.11.mlp.experts.57.gate_proj": 0.005349189097013067,
"model.layers.11.mlp.experts.57.up_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.57.down_proj": 0.00441148264175978,
"model.layers.11.mlp.experts.58.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.58.up_proj": 0.004155744517599793,
"model.layers.11.mlp.experts.58.down_proj": 0.0038573833727464746,
"model.layers.11.mlp.experts.59.gate_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.59.up_proj": 0.00441148264175978,
"model.layers.11.mlp.experts.59.down_proj": 0.004027875455519799,
"model.layers.11.mlp.experts.60.gate_proj": 0.0048377128486930925,
"model.layers.11.mlp.experts.60.up_proj": 0.004454105662453111,
"model.layers.11.mlp.experts.60.down_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.61.gate_proj": 0.004283613579679786,
"model.layers.11.mlp.experts.61.up_proj": 0.004155744517599793,
"model.layers.11.mlp.experts.61.down_proj": 0.0039000063934398056,
"model.layers.11.mlp.experts.62.gate_proj": 0.005263943055626405,
"model.layers.11.mlp.experts.62.up_proj": 0.0049655819107730865,
"model.layers.11.mlp.experts.62.down_proj": 0.00475246680730643,
"model.layers.11.mlp.experts.63.gate_proj": 0.005178697014239742,
"model.layers.11.mlp.experts.63.up_proj": 0.0050508279521597485,
"model.layers.11.mlp.experts.63.down_proj": 0.004581974724533105,
"model.layers.11.mlp.shared_experts.gate_proj": 0.006116403469493029,
"model.layers.11.mlp.shared_experts.up_proj": 0.0028770538967998567,
"model.layers.11.mlp.shared_experts.down_proj": 0.00193934744154657,
"model.sam_model.blocks.0.attn.qkv": 0.011401658035466099,
"model.sam_model.blocks.0.attn.proj": 0.001726232338079914,
"model.sam_model.blocks.0.mlp.lin1": 0.013021332821812686,
"model.sam_model.blocks.0.mlp.lin2": 0.009526245124959526,
"model.sam_model.blocks.1.attn.qkv": 0.010208213456052825,
"model.sam_model.blocks.1.attn.proj": 0.002365577648479882,
"model.sam_model.blocks.1.mlp.lin1": 0.010463951580212813,
"model.sam_model.blocks.1.mlp.lin2": 0.008418046586932914,
"model.sam_model.blocks.2.attn.qkv": 0.008844276793866226,
"model.sam_model.blocks.2.attn.proj": 0.002322954627786551,
"model.sam_model.blocks.2.mlp.lin1": 0.010463951580212813,
"model.sam_model.blocks.2.mlp.lin2": 0.008418046586932914,
"model.sam_model.blocks.3.attn.qkv": 0.008332800545546252,
"model.sam_model.blocks.3.attn.proj": 0.001683609317386583,
"model.sam_model.blocks.3.mlp.lin1": 0.010293459497439487,
"model.sam_model.blocks.3.mlp.lin2": 0.00790657033861294,
"model.sam_model.blocks.4.attn.qkv": 0.007736078255839615,
"model.sam_model.blocks.4.attn.proj": 0.001726232338079914,
"model.sam_model.blocks.4.mlp.lin1": 0.0100377213732795,
"model.sam_model.blocks.4.mlp.lin2": 0.007991816379999602,
"model.sam_model.blocks.5.attn.qkv": 0.008418046586932914,
"model.sam_model.blocks.5.attn.proj": 0.002493446710559876,
"model.sam_model.blocks.5.mlp.lin1": 0.009867229290506175,
"model.sam_model.blocks.5.mlp.lin2": 0.008332800545546252,
"model.sam_model.blocks.6.attn.qkv": 0.007821324297226278,
"model.sam_model.blocks.6.attn.proj": 0.0018967244208532388,
"model.sam_model.blocks.6.mlp.lin1": 0.009100014918026214,
"model.sam_model.blocks.6.mlp.lin2": 0.00790657033861294,
"model.sam_model.blocks.7.attn.qkv": 0.0071393559661329774,
"model.sam_model.blocks.7.attn.proj": 0.0013852481725332643,
"model.sam_model.blocks.7.mlp.lin1": 0.009100014918026214,
"model.sam_model.blocks.7.mlp.lin2": 0.00824755450415959,
"model.sam_model.blocks.8.attn.qkv": 0.007736078255839615,
"model.sam_model.blocks.8.attn.proj": 0.0018967244208532388,
"model.sam_model.blocks.8.mlp.lin1": 0.00901476887663955,
"model.sam_model.blocks.8.mlp.lin2": 0.009185260959412876,
"model.sam_model.blocks.9.attn.qkv": 0.007736078255839615,
"model.sam_model.blocks.9.attn.proj": 0.0011508215587199427,
"model.sam_model.blocks.9.mlp.lin1": 0.008588538669706238,
"model.sam_model.blocks.9.mlp.lin2": 0.008418046586932914,
"model.sam_model.blocks.10.attn.qkv": 0.00901476887663955,
"model.sam_model.blocks.10.attn.proj": 0.00193934744154657,
"model.sam_model.blocks.10.mlp.lin1": 0.008162308462772926,
"model.sam_model.blocks.10.mlp.lin2": 0.007054109924746315,
"model.sam_model.blocks.11.attn.qkv": 0.012936086780426022,
"model.sam_model.blocks.11.attn.proj": 0.003559022227893156,
"model.sam_model.blocks.11.mlp.lin1": 0.009440999083572862,
"model.sam_model.blocks.11.mlp.lin2": 0.0076508322144529526,
"model.vision_model.transformer.layers.0.self_attn.qkv_proj": 0.0032180380623465063,
"model.vision_model.transformer.layers.0.self_attn.out_proj": 0.0004688532276266433,
"model.vision_model.transformer.layers.0.mlp.fc1": 0.005306566076319736,
"model.vision_model.transformer.layers.0.mlp.fc2": 0.0020245934829332323,
"model.vision_model.transformer.layers.1.self_attn.qkv_proj": 0.004624597745226436,
"model.vision_model.transformer.layers.1.self_attn.out_proj": 0.0005114762483199746,
"model.vision_model.transformer.layers.1.mlp.fc1": 0.006968863883359653,
"model.vision_model.transformer.layers.1.mlp.fc2": 0.0026639387933332006,
"model.vision_model.transformer.layers.2.self_attn.qkv_proj": 0.005263943055626405,
"model.vision_model.transformer.layers.2.self_attn.out_proj": 0.0005540992690133057,
"model.vision_model.transformer.layers.2.mlp.fc1": 0.006585256697119672,
"model.vision_model.transformer.layers.2.mlp.fc2": 0.002962299938186519,
"model.vision_model.transformer.layers.3.self_attn.qkv_proj": 0.005732796283253048,
"model.vision_model.transformer.layers.3.self_attn.out_proj": 0.0005754107793599714,
"model.vision_model.transformer.layers.3.mlp.fc1": 0.006542633676426341,
"model.vision_model.transformer.layers.3.mlp.fc2": 0.003559022227893156,
"model.vision_model.transformer.layers.4.self_attn.qkv_proj": 0.005604927221173054,
"model.vision_model.transformer.layers.4.self_attn.out_proj": 0.000596722289706637,
"model.vision_model.transformer.layers.4.mlp.fc1": 0.006542633676426341,
"model.vision_model.transformer.layers.4.mlp.fc2": 0.004155744517599793,
"model.vision_model.transformer.layers.5.self_attn.qkv_proj": 0.005477058159093061,
"model.vision_model.transformer.layers.5.self_attn.out_proj": 0.0006180338000533025,
"model.vision_model.transformer.layers.5.mlp.fc1": 0.006798371800586328,
"model.vision_model.transformer.layers.5.mlp.fc2": 0.00441148264175978,
"model.vision_model.transformer.layers.6.self_attn.qkv_proj": 0.005903288366026373,
"model.vision_model.transformer.layers.6.self_attn.out_proj": 0.0006393453103999681,
"model.vision_model.transformer.layers.6.mlp.fc1": 0.006627879717813003,
"model.vision_model.transformer.layers.6.mlp.fc2": 0.004581974724533105,
"model.vision_model.transformer.layers.7.self_attn.qkv_proj": 0.005690173262559717,
"model.vision_model.transformer.layers.7.self_attn.out_proj": 0.0006819683310932994,
"model.vision_model.transformer.layers.7.mlp.fc1": 0.006670502738506334,
"model.vision_model.transformer.layers.7.mlp.fc2": 0.004667220765919767,
"model.vision_model.transformer.layers.8.self_attn.qkv_proj": 0.005732796283253048,
"model.vision_model.transformer.layers.8.self_attn.out_proj": 0.0007245913517866305,
"model.vision_model.transformer.layers.8.mlp.fc1": 0.006713125759199665,
"model.vision_model.transformer.layers.8.mlp.fc2": 0.00475246680730643,
"model.vision_model.transformer.layers.9.self_attn.qkv_proj": 0.005988534407413035,
"model.vision_model.transformer.layers.9.self_attn.out_proj": 0.000809837393173293,
"model.vision_model.transformer.layers.9.mlp.fc1": 0.006798371800586328,
"model.vision_model.transformer.layers.9.mlp.fc2": 0.00475246680730643,
"model.vision_model.transformer.layers.10.self_attn.qkv_proj": 0.005945911386719704,
"model.vision_model.transformer.layers.10.self_attn.out_proj": 0.0007459028621332962,
"model.vision_model.transformer.layers.10.mlp.fc1": 0.006968863883359653,
"model.vision_model.transformer.layers.10.mlp.fc2": 0.0049229588900797545,
"model.vision_model.transformer.layers.11.self_attn.qkv_proj": 0.006201649510879691,
"model.vision_model.transformer.layers.11.self_attn.out_proj": 0.0007885258828266274,
"model.vision_model.transformer.layers.11.mlp.fc1": 0.0071393559661329774,
"model.vision_model.transformer.layers.11.mlp.fc2": 0.0049229588900797545,
"model.vision_model.transformer.layers.12.self_attn.qkv_proj": 0.006116403469493029,
"model.vision_model.transformer.layers.12.self_attn.out_proj": 0.000809837393173293,
"model.vision_model.transformer.layers.12.mlp.fc1": 0.0073950940902929654,
"model.vision_model.transformer.layers.12.mlp.fc2": 0.0049229588900797545,
"model.vision_model.transformer.layers.13.self_attn.qkv_proj": 0.006244272531573022,
"model.vision_model.transformer.layers.13.self_attn.out_proj": 0.0007885258828266274,
"model.vision_model.transformer.layers.13.mlp.fc1": 0.0073950940902929654,
"model.vision_model.transformer.layers.13.mlp.fc2": 0.0048377128486930925,
"model.vision_model.transformer.layers.14.self_attn.qkv_proj": 0.006457387635039678,
"model.vision_model.transformer.layers.14.self_attn.out_proj": 0.0007459028621332962,
"model.vision_model.transformer.layers.14.mlp.fc1": 0.0073950940902929654,
"model.vision_model.transformer.layers.14.mlp.fc2": 0.0050508279521597485,
"model.vision_model.transformer.layers.15.self_attn.qkv_proj": 0.00615902649018636,
"model.vision_model.transformer.layers.15.self_attn.out_proj": 0.000809837393173293,
"model.vision_model.transformer.layers.15.mlp.fc1": 0.0073950940902929654,
"model.vision_model.transformer.layers.15.mlp.fc2": 0.005221320034933074,
"model.vision_model.transformer.layers.16.self_attn.qkv_proj": 0.00615902649018636,
"model.vision_model.transformer.layers.16.self_attn.out_proj": 0.000916394944906621,
"model.vision_model.transformer.layers.16.mlp.fc1": 0.00722460200751964,
"model.vision_model.transformer.layers.16.mlp.fc2": 0.005732796283253048,
"model.vision_model.transformer.layers.17.self_attn.qkv_proj": 0.006201649510879691,
"model.vision_model.transformer.layers.17.self_attn.out_proj": 0.000809837393173293,
"model.vision_model.transformer.layers.17.mlp.fc1": 0.007011486904052984,
"model.vision_model.transformer.layers.17.mlp.fc2": 0.006116403469493029,
"model.vision_model.transformer.layers.18.self_attn.qkv_proj": 0.006073780448799698,
"model.vision_model.transformer.layers.18.self_attn.out_proj": 0.0008950834345599554,
"model.vision_model.transformer.layers.18.mlp.fc1": 0.006926240862666321,
"model.vision_model.transformer.layers.18.mlp.fc2": 0.006244272531573022,
"model.vision_model.transformer.layers.19.self_attn.qkv_proj": 0.006329518572959685,
"model.vision_model.transformer.layers.19.self_attn.out_proj": 0.000809837393173293,
"model.vision_model.transformer.layers.19.mlp.fc1": 0.00688361784197299,
"model.vision_model.transformer.layers.19.mlp.fc2": 0.006329518572959685,
"model.vision_model.transformer.layers.20.self_attn.qkv_proj": 0.006244272531573022,
"model.vision_model.transformer.layers.20.self_attn.out_proj": 0.0008311489035199586,
"model.vision_model.transformer.layers.20.mlp.fc1": 0.006755748779892997,
"model.vision_model.transformer.layers.20.mlp.fc2": 0.006713125759199665,
"model.vision_model.transformer.layers.21.self_attn.qkv_proj": 0.006244272531573022,
"model.vision_model.transformer.layers.21.self_attn.out_proj": 0.0007672143724799618,
"model.vision_model.transformer.layers.21.mlp.fc1": 0.006968863883359653,
"model.vision_model.transformer.layers.21.mlp.fc2": 0.006713125759199665,
"model.vision_model.transformer.layers.22.self_attn.qkv_proj": 0.006244272531573022,
"model.vision_model.transformer.layers.22.self_attn.out_proj": 0.0,
"model.vision_model.transformer.layers.22.mlp.fc1": 0.0073098480489063025,
"model.vision_model.transformer.layers.22.mlp.fc2": 0.006329518572959685,
"model.vision_model.transformer.layers.23.self_attn.qkv_proj": 0.005860665345333042,
"model.vision_model.transformer.layers.23.self_attn.out_proj": 0.0005114762483199746,
"model.vision_model.transformer.layers.23.mlp.fc1": 0.008588538669706238,
"model.vision_model.transformer.layers.23.mlp.fc2": 0.004283613579679786,
"model.projector.layers": 0.002536069731253207,
"lm_head": 0.9999999999965902
},
"mbq_config": {
"w_bit": 4,
"a_bit": 8,
"mixed_precision": true,
"sensitivity_metric": "hessian",
"calibration_samples": 128,
"preserve_ratio": 0.15
},
"stats": {
"original_size_mb": 6362.53515625,
"quantized_size_mb": 2223.747215270996,
"size_reduction_mb": 4138.787940979004,
"size_reduction_percent": 65.04935280260761,
"compression_ratio": 2.8611773463085064,
"n_quantized_layers": 2342
},
"model_name": "deepseek-ai/DeepSeek-OCR",
"quantization_method": "MBQ",
"pytorch_version": "2.9.0+cu126",
"transformers_version": "4.46.3",
"safetensors_size_mb": 3352.126941680908,
"note": "Weights stored as int8 with separate scales for true compression"
}