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Antoinegg1
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llavasae_pile100k

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train

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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 1869, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 578, 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 399, 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 1885, 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 597, in finalize
                  self._build_writer(self.schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 399, 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 1392, 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 1041, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1896, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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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
llava-hf/llava-v1.6-mistral-7b-hf	/home/saev/changye/model/llava	HookedLlava	blocks.16.hook_resid_post	NOT_IN_USE	16	null	/home/saev/changye/data/pile100k-tokenized-text-llava2048	true	true	true	2,048	false	null	standard	4,096	65,536	zeros	16	relu	{}	false	0	null	false	false	true	true	64	163,840,000	0	4	4,096	expected_average_only_in	cuda:3	cuda:3	42	float32	true	false	false	false	null	false	null	0.9	0.999	null	5	1	true	2,000	0.00005	constant	0	0.000005	8,000	1	null	false	1,000	1,000	0.0001	10	null	true	false	false	interp	null	65536-L1-5-LR-5e-05-Tokens-1.638e+08	null	30	20	false	20	checkpoints/xepk4xea	true	{}	{ "n_devices": 3 }	3.20.0	3.20.0	false	536,870,912

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