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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 58 new columns ({'max_persistence_h1', 'mean_death_h1', 'q3_birth_h2', 'q1_persistence_h2', 'q1_birth_h2', 'min_death_h2', 'median_birth_h1', 'bar_count_h0', 'q3_persistence_h1', 'persistent_entropy_h2', 'min_persistence_h2', 'std_death_h2', 'q3_death_h0', 'std_persistence_h1', 'min_persistence_h1', 'q3_persistence_h2', 'mean_birth_h1', 'total_persistence_h0', 'bar_count_h2', 'min_death_h0', 'median_death_h2', 'min_birth_h1', 'total_persistence_h1', 'mean_birth_h2', 'mean_persistence_h2', 'q1_death_h1', 'mean_persistence_h1', 'median_birth_h2', 'std_death_h0', 'std_death_h1', 'std_persistence_h2', 'std_birth_h2', 'min_death_h1', 'max_death_h2', 'q1_death_h0', 'persistent_entropy_h1', 'mean_death_h0', 'median_death_h0', 'std_birth_h1', 'q1_persistence_h1', 'median_persistence_h2', 'total_persistence_h2', 'min_birth_h2', 'q3_death_h2', 'mean_death_h2', 'persistent_entropy_h0', 'q3_birth_h1', 'bar_count_h1', 'max_birth_h1', 'q1_birth_h1', 'median_persistence_h1', 'max_birth_h2', 'q3_death_h1', 'q1_death_h2', 'max_persistence_h2', 'max_death_h1', 'median_death_h1', 'max_death_h0'}) and 9 missing columns ({'subject', 'revision', 'corpus', 'layer', 'head', 'n_points', 'step', 'n_prompts', 'vector_dim'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sveneziale/activations-and-barcodes/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv (at revision df5c8805ac6fca09e07f02720f669995c1b1aeb3), ['hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/resid_post/persistence/euclidean/persistence_summaries.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
cloud_id: int64
mean_death_h0: double
min_death_h0: double
q1_death_h0: double
median_death_h0: double
q3_death_h0: double
max_death_h0: double
std_death_h0: double
total_persistence_h0: double
bar_count_h0: double
persistent_entropy_h0: double
mean_birth_h1: double
min_birth_h1: double
q1_birth_h1: double
median_birth_h1: double
q3_birth_h1: double
max_birth_h1: double
std_birth_h1: double
mean_death_h1: double
min_death_h1: double
q1_death_h1: double
median_death_h1: double
q3_death_h1: double
max_death_h1: double
std_death_h1: double
mean_persistence_h1: double
min_persistence_h1: double
q1_persistence_h1: double
median_persistence_h1: double
q3_persistence_h1: double
max_persistence_h1: double
std_persistence_h1: double
total_persistence_h1: double
bar_count_h1: double
persistent_entropy_h1: double
mean_birth_h2: double
min_birth_h2: double
q1_birth_h2: double
median_birth_h2: double
q3_birth_h2: double
max_birth_h2: double
std_birth_h2: double
mean_death_h2: double
min_death_h2: double
q1_death_h2: double
median_death_h2: double
q3_death_h2: double
max_death_h2: double
std_death_h2: double
mean_persistence_h2: double
min_persistence_h2: double
q1_persistence_h2: double
median_persistence_h2: double
q3_persistence_h2: double
max_persistence_h2: double
std_persistence_h2: double
total_persistence_h2: double
bar_count_h2: double
persistent_entropy_h2: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 7939
to
{'cloud_id': Value('int64'), 'revision': Value('string'), 'step': Value('int64'), 'corpus': Value('string'), 'layer': Value('int64'), 'head': Value('float64'), 'subject': Value('string'), 'n_prompts': Value('int64'), 'n_points': Value('int64'), 'vector_dim': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 58 new columns ({'max_persistence_h1', 'mean_death_h1', 'q3_birth_h2', 'q1_persistence_h2', 'q1_birth_h2', 'min_death_h2', 'median_birth_h1', 'bar_count_h0', 'q3_persistence_h1', 'persistent_entropy_h2', 'min_persistence_h2', 'std_death_h2', 'q3_death_h0', 'std_persistence_h1', 'min_persistence_h1', 'q3_persistence_h2', 'mean_birth_h1', 'total_persistence_h0', 'bar_count_h2', 'min_death_h0', 'median_death_h2', 'min_birth_h1', 'total_persistence_h1', 'mean_birth_h2', 'mean_persistence_h2', 'q1_death_h1', 'mean_persistence_h1', 'median_birth_h2', 'std_death_h0', 'std_death_h1', 'std_persistence_h2', 'std_birth_h2', 'min_death_h1', 'max_death_h2', 'q1_death_h0', 'persistent_entropy_h1', 'mean_death_h0', 'median_death_h0', 'std_birth_h1', 'q1_persistence_h1', 'median_persistence_h2', 'total_persistence_h2', 'min_birth_h2', 'q3_death_h2', 'mean_death_h2', 'persistent_entropy_h0', 'q3_birth_h1', 'bar_count_h1', 'max_birth_h1', 'q1_birth_h1', 'median_persistence_h1', 'max_birth_h2', 'q3_death_h1', 'q1_death_h2', 'max_persistence_h2', 'max_death_h1', 'median_death_h1', 'max_death_h0'}) and 9 missing columns ({'subject', 'revision', 'corpus', 'layer', 'head', 'n_points', 'step', 'n_prompts', 'vector_dim'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sveneziale/activations-and-barcodes/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv (at revision df5c8805ac6fca09e07f02720f669995c1b1aeb3), ['hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed1/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-160m/pile2048_seed2/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed1/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/attn_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/mlp_out/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/activations/pythia-70m/pile2048_seed2/resid_post/activation_metadata.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed1/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-160m/pile2048_seed2/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed1/resid_post/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/attn_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/attn_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/mlp_out/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/mlp_out/persistence/euclidean/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/resid_post/persistence/cosine/persistence_summaries.csv', 'hf://datasets/sveneziale/activations-and-barcodes@df5c8805ac6fca09e07f02720f669995c1b1aeb3/barcodes/pythia-70m/pile2048_seed2/resid_post/persistence/euclidean/persistence_summaries.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
cloud_id int64 | revision string | step int64 | corpus string | layer int64 | head null | subject string | n_prompts int64 | n_points int64 | vector_dim int64 |
|---|---|---|---|---|---|---|---|---|---|
0 | step1000 | 1,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
1 | step1000 | 1,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
2 | step1000 | 1,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
3 | step1000 | 1,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
4 | step1000 | 1,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
5 | step1000 | 1,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
6 | step1000 | 1,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
7 | step1000 | 1,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
8 | step1000 | 1,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
9 | step1000 | 1,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
10 | step1000 | 1,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
11 | step1000 | 1,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
12 | step10000 | 10,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
13 | step10000 | 10,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
14 | step10000 | 10,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
15 | step10000 | 10,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
16 | step10000 | 10,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
17 | step10000 | 10,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
18 | step10000 | 10,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
19 | step10000 | 10,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
20 | step10000 | 10,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
21 | step10000 | 10,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
22 | step10000 | 10,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
23 | step10000 | 10,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
24 | step50000 | 50,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
25 | step50000 | 50,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
26 | step50000 | 50,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
27 | step50000 | 50,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
28 | step50000 | 50,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
29 | step50000 | 50,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
30 | step50000 | 50,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
31 | step50000 | 50,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
32 | step50000 | 50,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
33 | step50000 | 50,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
34 | step50000 | 50,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
35 | step50000 | 50,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
36 | step100000 | 100,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
37 | step100000 | 100,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
38 | step100000 | 100,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
39 | step100000 | 100,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
40 | step100000 | 100,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
41 | step100000 | 100,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
42 | step100000 | 100,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
43 | step100000 | 100,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
44 | step100000 | 100,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
45 | step100000 | 100,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
46 | step100000 | 100,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
47 | step100000 | 100,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
48 | step143000 | 143,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
49 | step143000 | 143,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
50 | step143000 | 143,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
51 | step143000 | 143,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
52 | step143000 | 143,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
53 | step143000 | 143,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
54 | step143000 | 143,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
55 | step143000 | 143,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
56 | step143000 | 143,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
57 | step143000 | 143,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
58 | step143000 | 143,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
59 | step143000 | 143,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
0 | step1000 | 1,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
1 | step1000 | 1,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
2 | step1000 | 1,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
3 | step1000 | 1,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
4 | step1000 | 1,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
5 | step1000 | 1,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
6 | step1000 | 1,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
7 | step1000 | 1,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
8 | step1000 | 1,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
9 | step1000 | 1,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
10 | step1000 | 1,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
11 | step1000 | 1,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
12 | step10000 | 10,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
13 | step10000 | 10,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
14 | step10000 | 10,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
15 | step10000 | 10,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
16 | step10000 | 10,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
17 | step10000 | 10,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
18 | step10000 | 10,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
19 | step10000 | 10,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
20 | step10000 | 10,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
21 | step10000 | 10,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
22 | step10000 | 10,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
23 | step10000 | 10,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
24 | step50000 | 50,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
25 | step50000 | 50,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
26 | step50000 | 50,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
27 | step50000 | 50,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
28 | step50000 | 50,000 | pile2048_seed1 | 4 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
29 | step50000 | 50,000 | pile2048_seed1 | 5 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
30 | step50000 | 50,000 | pile2048_seed1 | 6 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
31 | step50000 | 50,000 | pile2048_seed1 | 7 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
32 | step50000 | 50,000 | pile2048_seed1 | 8 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
33 | step50000 | 50,000 | pile2048_seed1 | 9 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
34 | step50000 | 50,000 | pile2048_seed1 | 10 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
35 | step50000 | 50,000 | pile2048_seed1 | 11 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
36 | step100000 | 100,000 | pile2048_seed1 | 0 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
37 | step100000 | 100,000 | pile2048_seed1 | 1 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
38 | step100000 | 100,000 | pile2048_seed1 | 2 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
39 | step100000 | 100,000 | pile2048_seed1 | 3 | null | ArXiv,BookCorpus2,Books3,DM Mathematics,EuroParl,FreeLaw,Github,Gutenberg (PG-19),OpenSubtitles,OpenWebText2,Pile-CC,PubMed Central,StackExchange,USPTO Backgrounds,Ubuntu IRC,Wikipedia (en) | 100 | 100 | 768 |
End of preview.
sveneziale/activations-and-barcodes
Compute artifacts pushed by tda-for-llms's Hugging-Face-backed pipeline
(hf.enabled: true in experiment.yaml).
Layout
Two top-level folders:
activations/{model_slug}/{corpus}/{act_name}/
Raw per-cloud activation matrices extracted from the model. Independent of
topology.metric — the same activations are reused across every metric or
topology config that shares the same model + corpus + activation stream, so
they are only ever GPU-extracted once.
activation_metadata.csv— one row per cloud (cloud_id, revision, layer, head, n_prompts, ...).activations.npz— raw matrices, keyedact_{cloud_id}matching thecloud_idcolumn above.
barcodes/{model_slug}/{corpus}/{act_name}/{persistence|zigzag}/{metric}/
Persistent-homology outputs computed from the activations above. One copy per topology metric/mode, since the barcode depends on it.
persistence_summaries.csv— one row per cloud, scalar topological feature summary.persistence_diagrams.npz— raw barcodes, keyedcloud_{cloud_id}_h{dim}.manifest.json— full run provenance (model, revisions, activation stream, corpus, topology parameters).
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