Dataset Preview

Split (1)

validation

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

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 13 new columns ({'trial_number', 'l2sp_alpha', 'Unnamed: 0', 'valid-base-max-prob-roc-auc', 'grid', 'test-fine-tune-max-prob-roc-auc', 'load_weights', 'valid-fine-tune-max-prob-roc-auc', 'lam', 'lr', 'head_type', 'valid-acc', 'reg_alpha'}) and 5 missing columns ({'md_marginal_roc_auc', 'md_roc_auc', 'rde_n_components_256_roc_auc', 'md_relative_roc_auc', 'normalization'}).

This happened while the csv dataset builder was generating data using

hf://datasets/concretejungles/adue-data/results/results_on_embeddings/grid_entropy_response_finetune/model_electra_valid/dataset_20newsgroups/seed_0/best_run_metric_df.csv (at revision 745903c2b5734799bda518200914fbad8d2ff27b)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Unnamed: 0: int64
              model: string
              adapter: string
              dataset: string
              train_on_dataset: string
              seed: int64
              grid: string
              lam: double
              reg_alpha: double
              l2sp_alpha: double
              load_weights: string
              lr: double
              head_type: string
              trial_number: int64
              valid-acc: double
              valid-base-max-prob-roc-auc: double
              valid-fine-tune-max-prob-roc-auc: double
              test-acc: double
              test-base-max-prob-roc-auc: double
              test-fine-tune-max-prob-roc-auc: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2746
              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 1334, 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 911, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 13 new columns ({'trial_number', 'l2sp_alpha', 'Unnamed: 0', 'valid-base-max-prob-roc-auc', 'grid', 'test-fine-tune-max-prob-roc-auc', 'load_weights', 'valid-fine-tune-max-prob-roc-auc', 'lam', 'lr', 'head_type', 'valid-acc', 'reg_alpha'}) and 5 missing columns ({'md_marginal_roc_auc', 'md_roc_auc', 'rde_n_components_256_roc_auc', 'md_relative_roc_auc', 'normalization'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/concretejungles/adue-data/results/results_on_embeddings/grid_entropy_response_finetune/model_electra_valid/dataset_20newsgroups/seed_0/best_run_metric_df.csv (at revision 745903c2b5734799bda518200914fbad8d2ff27b)
              
              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
google/electra-base-discriminator	LoRA	cola	valid	true	0	0.860019	0.791317	0.791455	0.565611	0.775053	0.788882
google/electra-base-discriminator	LoRA	cola	valid	true	1	0.841802	0.813236	0.813215	0.585294	0.79882	0.813726
google/electra-base-discriminator	LoRA	cola	valid	true	2	0.850431	0.805745	0.805672	0.550498	0.780591	0.797716
google/electra-base-discriminator	LoRA	cola	valid	true	3	0.850431	0.810363	0.810254	0.570596	0.807981	0.80646
google/electra-base-discriminator	LoRA	cola	valid	true	4	0.854267	0.810241	0.81013	0.55093	0.799796	0.809679
google/electra-base-discriminator	LoRA	20newsgroups	valid	true	0	0.718003	0.72741	0.721804	0.798484	0.839488	0.692833
google/electra-base-discriminator	LoRA	20newsgroups	valid	true	1	0.72743	0.715891	0.711709	0.779389	0.825534	0.660959
google/electra-base-discriminator	LoRA	20newsgroups	valid	true	2	0.72026	0.730159	0.724712	0.79705	0.830657	0.671111
google/electra-base-discriminator	LoRA	20newsgroups	valid	true	3	0.725969	0.725551	0.720574	0.793285	0.836666	0.669941
google/electra-base-discriminator	LoRA	20newsgroups	valid	true	4	0.723845	0.735904	0.73047	0.804729	0.839	0.676836
google/electra-base-discriminator	LoRA	SST2	valid	true	0	0.943807	0.876262	0.876162	0.784611	0.861383	0.868302
google/electra-base-discriminator	LoRA	SST2	valid	true	1	0.934633	0.875686	0.875686	0.763621	0.849241	0.85289
google/electra-base-discriminator	LoRA	SST2	valid	true	2	0.942661	0.874307	0.87438	0.732019	0.841703	0.867713
google/electra-base-discriminator	LoRA	SST2	valid	true	3	0.936927	0.89487	0.89487	0.813508	0.891432	0.896962
google/electra-base-discriminator	LoRA	SST2	valid	true	4	0.93922	0.884742	0.884696	0.782662	0.87805	0.882899
google/electra-base-discriminator	LoRA	SST5	valid	true	0	0.551584	0.56034	0.560151	0.540672	0.611664	0.570928
google/electra-base-discriminator	LoRA	SST5	valid	true	1	0.544344	0.546161	0.546365	0.525704	0.604564	0.552291
google/electra-base-discriminator	LoRA	SST5	valid	true	2	0.563801	0.550808	0.551024	0.528047	0.584452	0.555396
google/electra-base-discriminator	LoRA	SST5	valid	true	3	0.569231	0.54654	0.546542	0.51364	0.621622	0.557389
google/electra-base-discriminator	LoRA	SST5	valid	true	4	0.568778	0.56415	0.564407	0.529723	0.61992	0.573878
google/electra-base-discriminator	LoRA	toxigen	valid	true	0	0.812766	0.75322	0.753228	0.540427	0.752328	0.755317
google/electra-base-discriminator	LoRA	toxigen	valid	true	1	0.809574	0.729237	0.729149	0.531057	0.759755	0.737775
google/electra-base-discriminator	LoRA	toxigen	valid	true	2	0.818085	0.738956	0.739009	0.562742	0.745089	0.745671
google/electra-base-discriminator	LoRA	toxigen	valid	true	3	0.814894	0.720859	0.720942	0.514705	0.733937	0.725601
google/electra-base-discriminator	LoRA	toxigen	valid	true	4	0.808511	0.729656	0.729642	0.549985	0.728549	0.738662
meta-llama/Llama-2-7b-hf	LoRA	cola	valid	true	0	0.848514	0.532554	0.518787	0.503612	0.769799	0.657491
meta-llama/Llama-2-7b-hf	LoRA	cola	valid	true	1	0.854267	0.52207	0.462136	0.526161	0.777508	0.504991
meta-llama/Llama-2-7b-hf	LoRA	cola	valid	true	2	0.857143	0.49789	0.519504	0.494189	0.784139	0.628042
meta-llama/Llama-2-7b-hf	LoRA	cola	valid	true	3	0.860019	0.500733	0.548182	0.466089	0.796078	0.604061
meta-llama/Llama-2-7b-hf	LoRA	cola	valid	true	4	0.861937	0.530311	0.453784	0.543335	0.783737	0.569143
meta-llama/Llama-2-7b-hf	LoRA	20newsgroups	valid	true	0	0.748141	0.489995	0.508196	0.488592	0.857226	0.526117
meta-llama/Llama-2-7b-hf	LoRA	20newsgroups	valid	true	1	0.76102	0.512144	0.501608	0.508511	0.86551	0.438943
meta-llama/Llama-2-7b-hf	LoRA	20newsgroups	valid	true	2	0.801248	0.485458	0.5118	0.481659	0.860498	0.486388
meta-llama/Llama-2-7b-hf	LoRA	20newsgroups	valid	true	3	0.773633	0.502377	0.496824	0.504775	0.869165	0.532102
meta-llama/Llama-2-7b-hf	LoRA	20newsgroups	valid	true	4	0.790892	0.500925	0.506097	0.499751	0.864102	0.520341
meta-llama/Llama-2-7b-hf	LoRA	SST2	valid	true	0	0.96445	0.444517	0.44398	0.659468	0.861283	0.456101
meta-llama/Llama-2-7b-hf	LoRA	SST2	valid	true	1	0.963303	0.59468	0.594234	0.745647	0.886886	0.743787
meta-llama/Llama-2-7b-hf	LoRA	SST2	valid	true	2	0.965596	0.595527	0.594972	0.737253	0.901584	0.621853
meta-llama/Llama-2-7b-hf	LoRA	SST2	valid	true	3	0.966743	0.626539	0.626294	0.667158	0.882787	0.712807
meta-llama/Llama-2-7b-hf	LoRA	SST2	valid	true	4	0.961009	0.702337	0.701846	0.759617	0.894146	0.737154
meta-llama/Llama-2-7b-hf	LoRA	SST5	valid	true	0	0.59276	0.520087	0.475774	0.531693	0.627945	0.520848
meta-llama/Llama-2-7b-hf	LoRA	SST5	valid	true	1	0.590498	0.506118	0.499803	0.504298	0.601292	0.522607
meta-llama/Llama-2-7b-hf	LoRA	SST5	valid	true	2	0.582353	0.50899	0.483536	0.515168	0.589658	0.506024
meta-llama/Llama-2-7b-hf	LoRA	SST5	valid	true	3	0.59638	0.501345	0.503347	0.5062	0.562178	0.493651
meta-llama/Llama-2-7b-hf	LoRA	SST5	valid	true	4	0.605882	0.526538	0.506073	0.526426	0.593923	0.498306
meta-llama/Llama-2-7b-hf	LoRA	toxigen	valid	true	0	0.846808	0.525841	0.473156	0.531486	0.778925	0.53419
meta-llama/Llama-2-7b-hf	LoRA	toxigen	valid	true	1	0.851064	0.490714	0.423509	0.495054	0.749951	0.555366
meta-llama/Llama-2-7b-hf	LoRA	toxigen	valid	true	2	0.853191	0.53587	0.455627	0.54637	0.77791	0.553959
meta-llama/Llama-2-7b-hf	LoRA	toxigen	valid	true	3	0.855319	0.523952	0.484087	0.522315	0.777519	0.524647
meta-llama/Llama-2-7b-hf	LoRA	toxigen	valid	true	4	0.857447	0.4985	0.518444	0.479843	0.74913	0.508389
Qwen/Qwen2.5-7B	LoRA	cola	valid	true	0	0.841802	0.487175	0.509567	0.492642	0.786333	0.52621
Qwen/Qwen2.5-7B	LoRA	cola	valid	true	1	0.844679	0.496742	0.533653	0.461611	0.800493	0.479464
Qwen/Qwen2.5-7B	LoRA	cola	valid	true	2	0.830297	0.479221	0.482712	0.507737	0.778141	0.481283
Qwen/Qwen2.5-7B	LoRA	cola	valid	true	3	0.855225	0.475411	0.517165	0.470889	0.753501	0.421116
Qwen/Qwen2.5-7B	LoRA	cola	valid	true	4	0.858102	0.494043	0.52258	0.480364	0.796667	0.45912
Qwen/Qwen2.5-7B	LoRA	20newsgroups	valid	true	0	0.795008	0.520213	0.494409	0.520115	0.849505	0.498137
Qwen/Qwen2.5-7B	LoRA	20newsgroups	valid	true	1	0.780669	0.501416	0.489922	0.510133	0.854397	0.519427
Qwen/Qwen2.5-7B	LoRA	20newsgroups	valid	true	2	0.795672	0.514174	0.498034	0.515362	0.858489	0.46169
Qwen/Qwen2.5-7B	LoRA	20newsgroups	valid	true	3	0.796601	0.517086	0.508198	0.508317	0.861836	0.473207
Qwen/Qwen2.5-7B	LoRA	20newsgroups	valid	true	4	0.796867	0.488882	0.496905	0.500168	0.857121	0.477627
Qwen/Qwen2.5-7B	LoRA	SST2	valid	true	0	0.949541	0.618495	0.618138	0.765289	0.832633	0.557477
Qwen/Qwen2.5-7B	LoRA	SST2	valid	true	1	0.958716	0.572069	0.571704	0.724781	0.876645	0.601276
Qwen/Qwen2.5-7B	LoRA	SST2	valid	true	2	0.965596	0.51829	0.51829	0.71445	0.856651	0.651623
Qwen/Qwen2.5-7B	LoRA	SST2	valid	true	3	0.961009	0.538888	0.538607	0.740102	0.886582	0.588516
Qwen/Qwen2.5-7B	LoRA	SST2	valid	true	4	0.96445	0.46918	0.468797	0.7745	0.85083	0.42975
Qwen/Qwen2.5-7B	LoRA	SST5	valid	true	0	0.584163	0.510903	0.507021	0.508647	0.609146	0.519835
Qwen/Qwen2.5-7B	LoRA	SST5	valid	true	1	0.585973	0.504771	0.502253	0.507001	0.608818	0.508966
Qwen/Qwen2.5-7B	LoRA	SST5	valid	true	2	0.589593	0.48141	0.480979	0.504196	0.600137	0.515519
Qwen/Qwen2.5-7B	LoRA	SST5	valid	true	3	0.585973	0.512702	0.490649	0.512868	0.621366	0.504739
Qwen/Qwen2.5-7B	LoRA	SST5	valid	true	4	0.595475	0.488781	0.49167	0.498003	0.593006	0.506171
Qwen/Qwen2.5-7B	LoRA	toxigen	valid	true	0	0.858511	0.455218	0.485051	0.474318	0.751712	0.591274
Qwen/Qwen2.5-7B	LoRA	toxigen	valid	true	1	0.853191	0.501102	0.503858	0.485896	0.729368	0.587914
Qwen/Qwen2.5-7B	LoRA	toxigen	valid	true	2	0.856383	0.486588	0.510099	0.487637	0.737493	0.523671
Qwen/Qwen2.5-7B	LoRA	toxigen	valid	true	3	0.841489	0.529234	0.493997	0.531398	0.708363	0.457165
Qwen/Qwen2.5-7B	LoRA	toxigen	valid	true	4	0.853191	0.477565	0.499322	0.4763	0.679976	0.508566
roberta-base	LoRA	cola	valid	true	0	0.830297	0.720284	0.720362	0.476902	0.793201	0.752597
roberta-base	LoRA	cola	valid	true	1	0.848514	0.730619	0.730634	0.496156	0.735107	0.736033
roberta-base	LoRA	cola	valid	true	2	0.829338	0.733809	0.73388	0.533912	0.749419	0.747064
roberta-base	LoRA	cola	valid	true	3	0.832215	0.730135	0.730082	0.517653	0.737995	0.727949
roberta-base	LoRA	cola	valid	true	4	0.823586	0.714959	0.71506	0.474253	0.73541	0.7271
roberta-base	LoRA	20newsgroups	valid	true	0	0.746946	0.784515	0.781309	0.811065	0.846648	0.768594
roberta-base	LoRA	20newsgroups	valid	true	1	0.740706	0.779142	0.776561	0.79529	0.844269	0.771061
roberta-base	LoRA	20newsgroups	valid	true	2	0.745884	0.778435	0.77513	0.804135	0.845854	0.763984
roberta-base	LoRA	20newsgroups	valid	true	3	0.74615	0.788228	0.785498	0.804274	0.848392	0.781263
roberta-base	LoRA	20newsgroups	valid	true	4	0.730616	0.785582	0.782129	0.814014	0.849151	0.768674
roberta-base	LoRA	SST2	valid	true	0	0.928899	0.857726	0.857706	0.688809	0.831322	0.851294
roberta-base	LoRA	SST2	valid	true	1	0.936927	0.831379	0.831223	0.742005	0.806743	0.80385
roberta-base	LoRA	SST2	valid	true	2	0.93578	0.812609	0.812566	0.636358	0.795726	0.817358
roberta-base	LoRA	SST2	valid	true	3	0.924312	0.82869	0.82869	0.668359	0.822195	0.81681
roberta-base	LoRA	SST2	valid	true	4	0.932339	0.801426	0.801363	0.76759	0.783476	0.792774
roberta-base	LoRA	SST5	valid	true	0	0.551131	0.561718	0.56239	0.507704	0.611413	0.570474
roberta-base	LoRA	SST5	valid	true	1	0.557919	0.54229	0.542099	0.525641	0.613337	0.550382
roberta-base	LoRA	SST5	valid	true	2	0.533484	0.529437	0.529492	0.517552	0.613792	0.539346
roberta-base	LoRA	SST5	valid	true	3	0.552489	0.555148	0.555089	0.519813	0.624707	0.564388
roberta-base	LoRA	SST5	valid	true	4	0.564706	0.576527	0.576592	0.529607	0.582397	0.571553
roberta-base	LoRA	toxigen	valid	true	0	0.791489	0.573136	0.573013	0.561142	0.747754	0.577477
roberta-base	LoRA	toxigen	valid	true	1	0.806383	0.582055	0.582019	0.528495	0.744988	0.585737
roberta-base	LoRA	toxigen	valid	true	2	0.779787	0.580606	0.58058	0.534347	0.745217	0.59272
roberta-base	LoRA	toxigen	valid	true	3	0.797872	0.744126	0.744161	0.58767	0.733211	0.741986
roberta-base	LoRA	toxigen	valid	true	4	0.794681	0.750158	0.750026	0.600627	0.738651	0.755464

End of preview.

No dataset card yet

Downloads last month: 2

Total file size:

6.45 GB