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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 8 new columns ({'lr', 'model_name', 'roc_auc', 'probe', 'layer', 'layers_plus', 'adapter_path', 'batch_size'}) and 9 missing columns ({'normalization', 'test-acc', 'md_marginal_roc_auc', 'test-base-max-prob-roc-auc', 'adapter', 'md_roc_auc', 'md_relative_roc_auc', 'model', 'rde_n_components_256_roc_auc'}).
This happened while the csv dataset builder was generating data using
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'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_electra_train/dataset_toxigen/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_20newsgroups/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST2/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_SST5/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_cola/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_3/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_entropy_response_finetune/model_roberta_train/dataset_toxigen/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST2/seed_4/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_SST5/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_cola/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_electra_train/dataset_toxigen/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_20newsgroups/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST2/seed_2/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_SST5/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_cola/seed_1/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_0/best_run_metric_df.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/results_on_embeddings_full_model/grid_softmax_response_finetune/model_roberta_train/dataset_toxigen/seed_1/best_run_metric_df.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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
model_name: string
dataset: string
seed: int64
train_on_dataset: string
adapter_path: string
probe: string
layer: int64
layers_plus: int64
roc_auc: double
batch_size: int64
lr: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1529
to
{'model': Value('string'), 'adapter': Value('string'), 'dataset': Value('string'), 'train_on_dataset': Value('string'), 'normalization': Value('bool'), 'seed': Value('int64'), 'test-acc': Value('float64'), 'md_roc_auc': Value('float64'), 'md_marginal_roc_auc': Value('float64'), 'md_relative_roc_auc': Value('float64'), 'test-base-max-prob-roc-auc': Value('float64'), 'rde_n_components_256_roc_auc': Value('float64')}
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 1342, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 8 new columns ({'lr', 'model_name', 'roc_auc', 'probe', 'layer', 'layers_plus', 'adapter_path', 'batch_size'}) and 9 missing columns ({'normalization', 'test-acc', 'md_marginal_roc_auc', 'test-base-max-prob-roc-auc', 'adapter', 'md_roc_auc', 'md_relative_roc_auc', 'model', 'rde_n_components_256_roc_auc'}).
This happened while the csv dataset builder was generating data using
hf://datasets/zaaabik/adue-data/embeddings/results/probes_full_model_ds_with_lr_hyper/electra_train/attention_probes_rocauc.csv (at revision ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1), ['hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_0/full_trained_cola_seed_0_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_1/full_trained_cola_seed_1_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_2/full_trained_cola_seed_2_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_3/full_trained_cola_seed_3_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_CoLa/seed_4/full_trained_cola_seed_4_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_0/full_trained_20newsgroups_seed_0_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_1/full_trained_20newsgroups_seed_1_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_2/full_trained_20newsgroups_seed_2_normalization_True_baselines.csv', 'hf://datasets/zaaabik/adue-data@ae29cd23373ab72ad976330d2d8f5faa1eb7c9e1/embeddings/results/baseline_results_full_model_on_embeddings_pooling_search/model_electra_train/dataset_NewsGroups/seed_3/full_trained_20newsgroups_seed_3_normalization_True_baselines.csv', 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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.
model string | adapter string | dataset string | train_on_dataset string | normalization bool | seed int64 | test-acc float64 | md_roc_auc float64 | md_marginal_roc_auc float64 | md_relative_roc_auc float64 | test-base-max-prob-roc-auc float64 | rde_n_components_256_roc_auc float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/0/ | full_trained | cola | train | true | 0 | 0.854267 | 0.812275 | 0.812371 | 0.654705 | 0.785431 | 0.74777 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/1/ | full_trained | cola | train | true | 1 | 0.837967 | 0.829404 | 0.829459 | 0.668551 | 0.786285 | 0.760991 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/2/ | full_trained | cola | train | true | 2 | 0.837967 | 0.809818 | 0.809886 | 0.650407 | 0.806325 | 0.763882 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/3/ | full_trained | cola | train | true | 3 | 0.846596 | 0.808855 | 0.80894 | 0.615381 | 0.791064 | 0.661467 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/CoLa/4/ | full_trained | cola | train | true | 4 | 0.840844 | 0.799858 | 0.7999 | 0.629906 | 0.817388 | 0.802029 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/0/ | full_trained | 20newsgroups | train | true | 0 | 0.781333 | 0.805379 | 0.803189 | 0.821503 | 0.838859 | 0.589965 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/1/ | full_trained | 20newsgroups | train | true | 1 | 0.774695 | 0.813823 | 0.811212 | 0.829925 | 0.851305 | 0.80696 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/2/ | full_trained | 20newsgroups | train | true | 2 | 0.77496 | 0.81659 | 0.813705 | 0.842163 | 0.863255 | 0.720671 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/3/ | full_trained | 20newsgroups | train | true | 3 | 0.775358 | 0.812193 | 0.808951 | 0.842973 | 0.857043 | 0.72761 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/NewsGroups/4/ | full_trained | 20newsgroups | train | true | 4 | 0.779209 | 0.803323 | 0.800726 | 0.822507 | 0.839157 | 0.744106 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/0/ | full_trained | SST2 | train | true | 0 | 0.946101 | 0.878014 | 0.877911 | 0.73372 | 0.856273 | 0.536789 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/1/ | full_trained | SST2 | train | true | 1 | 0.927752 | 0.885691 | 0.885593 | 0.825103 | 0.91105 | 0.89505 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/2/ | full_trained | SST2 | train | true | 2 | 0.941514 | 0.884932 | 0.884837 | 0.813714 | 0.880323 | 0.895966 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/3/ | full_trained | SST2 | train | true | 3 | 0.938073 | 0.863715 | 0.863556 | 0.798266 | 0.886908 | 0.524835 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST2/4/ | full_trained | SST2 | train | true | 4 | 0.938073 | 0.885855 | 0.885787 | 0.822195 | 0.887168 | 0.853957 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/0/ | full_trained | SST5 | train | true | 0 | 0.537557 | 0.55461 | 0.554259 | 0.574816 | 0.596026 | 0.570954 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/1/ | full_trained | SST5 | train | true | 1 | 0.541176 | 0.568111 | 0.566467 | 0.567012 | 0.570262 | 0.558323 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/2/ | full_trained | SST5 | train | true | 2 | 0.547059 | 0.542228 | 0.541154 | 0.586123 | 0.576962 | 0.541337 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/3/ | full_trained | SST5 | train | true | 3 | 0.556109 | 0.562587 | 0.562622 | 0.541318 | 0.554978 | 0.558272 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/SST5/4/ | full_trained | SST5 | train | true | 4 | 0.555204 | 0.530057 | 0.529753 | 0.55943 | 0.611673 | 0.550142 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/0/ | full_trained | toxigen | train | true | 0 | 0.82234 | 0.732871 | 0.732855 | 0.610306 | 0.707795 | 0.726201 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/1/ | full_trained | toxigen | train | true | 1 | 0.811702 | 0.729073 | 0.729043 | 0.646985 | 0.745933 | 0.727873 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/2/ | full_trained | toxigen | train | true | 2 | 0.807447 | 0.730941 | 0.730956 | 0.638831 | 0.7539 | 0.741642 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/3/ | full_trained | toxigen | train | true | 3 | 0.820213 | 0.709015 | 0.709031 | 0.616114 | 0.711072 | 0.713022 |
/workspace/AdUE/data/full-fine-tune-models/electra_runs_seeds/ToxigenDataset/4/ | full_trained | toxigen | train | true | 4 | 0.814894 | 0.763745 | 0.763693 | 0.672271 | 0.73355 | 0.548198 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/0/ | full_trained | cola | train | true | 0 | 0.837009 | 0.77425 | 0.77419 | 0.644293 | 0.758635 | 0.690098 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/1/ | full_trained | cola | train | true | 1 | 0.819751 | 0.694616 | 0.693981 | 0.656212 | 0.793701 | 0.597838 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/2/ | full_trained | cola | train | true | 2 | 0.834132 | 0.775852 | 0.775932 | 0.656618 | 0.775972 | 0.722354 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/3/ | full_trained | cola | train | true | 3 | 0.814957 | 0.76769 | 0.767708 | 0.630165 | 0.787662 | 0.704928 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/CoLa/4/ | full_trained | cola | train | true | 4 | 0.831256 | 0.784396 | 0.784487 | 0.675248 | 0.774097 | 0.775299 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/0/ | full_trained | 20newsgroups | train | true | 0 | 0.780536 | 0.835093 | 0.833712 | 0.845068 | 0.840224 | 0.744635 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/1/ | full_trained | 20newsgroups | train | true | 1 | 0.767127 | 0.835709 | 0.834072 | 0.853671 | 0.844058 | 0.786357 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/2/ | full_trained | 20newsgroups | train | true | 2 | 0.783192 | 0.83055 | 0.829496 | 0.829593 | 0.835282 | 0.779231 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/3/ | full_trained | 20newsgroups | train | true | 3 | 0.774695 | 0.847934 | 0.846287 | 0.853315 | 0.851741 | 0.752248 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/NewsGroups/4/ | full_trained | 20newsgroups | train | true | 4 | 0.774562 | 0.847713 | 0.845561 | 0.867223 | 0.85784 | 0.823965 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/0/ | full_trained | SST2 | train | true | 0 | 0.93578 | 0.84445 | 0.844297 | 0.72735 | 0.804469 | 0.843466 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/1/ | full_trained | SST2 | train | true | 1 | 0.949541 | 0.818703 | 0.818566 | 0.697354 | 0.78383 | 0.50936 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/2/ | full_trained | SST2 | train | true | 2 | 0.940367 | 0.852392 | 0.852017 | 0.742706 | 0.853881 | 0.852134 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/3/ | full_trained | SST2 | train | true | 3 | 0.940367 | 0.847444 | 0.84728 | 0.776032 | 0.811796 | 0.838977 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST2/4/ | full_trained | SST2 | train | true | 4 | 0.938073 | 0.852101 | 0.852124 | 0.708503 | 0.816479 | 0.802047 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/0/ | full_trained | SST5 | train | true | 0 | 0.557014 | 0.560071 | 0.559771 | 0.578378 | 0.606056 | 0.571088 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/1/ | full_trained | SST5 | train | true | 1 | 0.562443 | 0.557247 | 0.556899 | 0.574313 | 0.590879 | 0.562146 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/2/ | full_trained | SST5 | train | true | 2 | 0.547511 | 0.551003 | 0.550707 | 0.566143 | 0.626176 | 0.552359 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/3/ | full_trained | SST5 | train | true | 3 | 0.553846 | 0.587303 | 0.586744 | 0.587372 | 0.587137 | 0.586259 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/SST5/4/ | full_trained | SST5 | train | true | 4 | 0.540724 | 0.604227 | 0.603938 | 0.571014 | 0.590152 | 0.603091 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/0/ | full_trained | toxigen | train | true | 0 | 0.804255 | 0.758519 | 0.758555 | 0.674848 | 0.736675 | 0.594419 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/1/ | full_trained | toxigen | train | true | 1 | 0.8 | 0.617976 | 0.617516 | 0.627893 | 0.700264 | 0.586726 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/2/ | full_trained | toxigen | train | true | 2 | 0.794681 | 0.589266 | 0.588912 | 0.639338 | 0.704625 | 0.562485 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/3/ | full_trained | toxigen | train | true | 3 | 0.817021 | 0.717153 | 0.717009 | 0.643865 | 0.754183 | 0.733792 |
/workspace/AdUE/data/full-fine-tune-models/roberta_runs_seeds/ToxigenDataset/4/ | full_trained | toxigen | train | true | 4 | 0.823404 | 0.747541 | 0.747533 | 0.648088 | 0.727503 | 0.745634 |
null | null | cola | train | null | 0 | null | null | null | null | null | null |
null | null | cola | train | null | 0 | null | null | null | null | null | null |
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null | null | cola | train | null | 4 | null | null | null | null | null | null |
null | null | cola | train | null | 4 | null | null | null | null | null | null |
null | null | cola | train | null | 4 | null | null | null | null | null | null |
null | null | cola | train | null | 4 | null | null | null | null | null | null |
null | null | SST5 | train | null | 0 | null | null | null | null | null | null |
null | null | SST5 | train | null | 0 | null | null | null | null | null | null |
null | null | SST5 | train | null | 0 | null | null | null | null | null | null |
null | null | SST5 | train | null | 0 | null | null | null | null | null | null |
null | null | SST5 | train | null | 1 | null | null | null | null | null | null |
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null | null | SST5 | train | null | 4 | null | null | null | null | null | null |
null | null | SST5 | train | null | 4 | null | null | null | null | null | null |
null | null | SST5 | train | null | 4 | null | null | null | null | null | null |
null | null | SST5 | train | null | 4 | null | null | null | null | null | null |
null | null | 20newsgroups | train | null | 0 | null | null | null | null | null | null |
null | null | 20newsgroups | train | null | 0 | null | null | null | null | null | null |
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null | null | 20newsgroups | train | null | 2 | null | null | null | null | null | null |
null | null | 20newsgroups | train | null | 2 | null | null | null | null | null | null |
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