
deepspeed --include=localhost:0,1,2,3,4,5,6,7 gllava/train/train.py \
                                    --deepspeed ./scripts/zero3.json \
                                    --mm_projector_lr 3e-5 \
                                    --visual_merge_lr 1e-6 \
                                    --model_name_or_path ./checkpoints_sve/Qwen2.5_pretrain_llava \
                                    --version qwen_2 \
                                    --data_path ./playground/llava_v1_5_mix665k.json \
                                    --image_folder ./playground \
                                    --vision_tower openai/clip-vit-large-patch14-336 \
                                    --mm_projector_type mlp2x_gelu \
                                    --mm_vision_select_layer -2 \
                                    --mm_use_im_start_end False \
                                    --mm_use_im_patch_token False \
                                    --image_aspect_ratio pad \
                                    --group_by_modality_length True \
                                    --bf16 True \
                                    --output_dir ./checkpoints_sve/Qwen2.5_sft_llava \
                                    --num_train_epochs 1 \
                                    --per_device_train_batch_size 16 \
                                    --per_device_eval_batch_size 4 \
                                    --gradient_accumulation_steps 1 \
                                    --evaluation_strategy "no" \
                                    --save_strategy "steps" \
                                    --save_steps 50000 \
                                    --save_total_limit 1 \
                                    --learning_rate 3e-5 \
                                    --weight_decay 0. \
                                    --warmup_ratio 0.03 \
                                    --lr_scheduler_type "cosine" \
                                    --logging_steps 1 \
                                    --tf32 True \
                                    --model_max_length 2048 \
                                    --gradient_checkpointing True \
                                    --dataloader_num_workers 4 \
                                    --lazy_preprocess True \
                                    --num_of_kvs 4 \
                                    --merge_version identify_channel \
                                    --use_img_aug \
                                    --white_bg \
                                    --translation_ratio 0.25