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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowNotImplementedError
Message: Cannot write struct type 'activation_fn_kwargs' with no child field to Parquet. Consider adding a dummy child field.
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 621, in write_table
self._build_writer(inferred_schema=pa_table.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 442, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'activation_fn_kwargs' with no child field to Parquet. Consider adding a dummy child field.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 640, in finalize
self._build_writer(self.schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 442, in _build_writer
self.pa_writer = self._WRITER_CLASS(self.stream, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__
self.writer = _parquet.ParquetWriter(
File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'activation_fn_kwargs' with no child field to Parquet. Consider adding a dummy child field.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
model_name string | local_model_path string | model_class_name string | hook_name string | hook_eval string | hook_layer int64 | hook_head_index null | dataset_path string | dataset_trust_remote_code bool | streaming bool | is_dataset_tokenized bool | context_size int64 | use_cached_activations bool | cached_activations_path null | architecture string | d_in int64 | d_sae int64 | b_dec_init_method string | expansion_factor int64 | activation_fn string | activation_fn_kwargs dict | normalize_sae_decoder bool | noise_scale float64 | from_pretrained_path null | apply_b_dec_to_input bool | decoder_orthogonal_init bool | decoder_heuristic_init bool | init_encoder_as_decoder_transpose bool | n_batches_in_buffer int64 | training_tokens int64 | finetuning_tokens int64 | store_batch_size_prompts int64 | train_batch_size_tokens int64 | normalize_activations string | device string | act_store_device string | seed int64 | dtype string | prepend_bos bool | autocast bool | autocast_lm bool | compile_llm bool | llm_compilation_mode null | compile_sae bool | sae_compilation_mode null | adam_beta1 float64 | adam_beta2 float64 | mse_loss_normalization null | l1_coefficient int64 | lp_norm float64 | scale_sparsity_penalty_by_decoder_norm bool | l1_warm_up_steps int64 | lr float64 | lr_scheduler_name string | lr_warm_up_steps int64 | lr_end float64 | lr_decay_steps int64 | n_restart_cycles int64 | finetuning_method null | use_ghost_grads bool | feature_sampling_window int64 | dead_feature_window int64 | dead_feature_threshold float64 | n_eval_batches int64 | eval_batch_size_prompts null | log_to_wandb bool | log_activations_store_to_wandb bool | log_optimizer_state_to_wandb bool | wandb_project string | wandb_id null | run_name string | wandb_entity null | wandb_log_frequency int64 | eval_every_n_wandb_logs int64 | resume bool | n_checkpoints int64 | checkpoint_path string | verbose bool | model_kwargs dict | model_from_pretrained_kwargs dict | sae_lens_version string | sae_lens_training_version string | vision bool | tokens_per_buffer int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
lmsys/vicuna-13b-v1.5 | /aifs4su/yaodong/changye/model/lmsys/vicuna-13b-v1.5 | HookedLlava | blocks.16.hook_resid_post | NOT_IN_USE | 16 | null | /aifs4su/yaodong/changye/data/pile10k-tokenized_vicuna-13B_4096 | true | true | true | 4,096 | false | null | standard | 5,120 | 81,920 | zeros | 16 | relu | {} | false | 0 | null | false | false | true | true | 32 | 30,720,000 | 0 | 4 | 4,096 | expected_average_only_in | cuda:0 | cuda:0 | 42 | float32 | true | false | false | false | null | false | null | 0.9 | 0.999 | null | 5 | 1 | true | 375 | 0.00005 | constant | 0 | 0.000005 | 1,500 | 1 | null | false | 1,000 | 1,000 | 0.0001 | 10 | null | false | false | false | interpT-V13 | null | 81920-L1-5-LR-5e-05-Tokens-3.072e+07 | null | 30 | 20 | false | 20 | checkpointsT-V13-pile10k/pwg1w1ji | true | {} | {
"n_devices": 8
} | 3.20.0 | 3.20.0 | false | 536,870,912 |
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