|
--- |
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pretty_name: Evaluation run of Kunhao/pile-7b |
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dataset_summary: "Dataset automatically created during the evaluation run of model\ |
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\ [Kunhao/pile-7b](https://huggingface.co/Kunhao/pile-7b) on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n\ |
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\nThe dataset is composed of 60 configuration, each one coresponding to one of the\ |
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\ evaluated task.\n\nThe dataset has been created from 1 run(s). Each run can be\ |
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\ found as a specific split in each configuration, the split being named using the\ |
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\ timestamp of the run.The \"train\" split is always pointing to the latest results.\n\ |
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\nAn additional configuration \"results\" store all the aggregated results of the\ |
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\ run (and is used to compute and display the agregated metrics on the [Open LLM\ |
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\ Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)).\n\ |
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\nTo load the details from a run, you can for instance do the following:\n```python\n\ |
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from datasets import load_dataset\ndata = load_dataset(\"open-llm-leaderboard/details_Kunhao__pile-7b\"\ |
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,\n\t\"harness_truthfulqa_mc_0\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\ |
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\nThese are the [latest results from run 2023-08-17T14:02:00.215909](https://huggingface.co/datasets/open-llm-leaderboard/details_Kunhao__pile-7b/resolve/main/results_2023-08-17T14%3A02%3A00.215909.json):\n\ |
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\n```python\n{\n \"all\": {\n \"acc\": 0.26607314141949256,\n \"\ |
|
acc_stderr\": 0.031950603341667064,\n \"acc_norm\": 0.2676071883857905,\n\ |
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\ \"acc_norm_stderr\": 0.03196207703098002,\n \"mc1\": 0.23378212974296206,\n\ |
|
\ \"mc1_stderr\": 0.014816195991931572,\n \"mc2\": 0.4240744665255174,\n\ |
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\ \"mc2_stderr\": 0.014948776413812296\n },\n \"harness|arc:challenge|25\"\ |
|
: {\n \"acc\": 0.2380546075085324,\n \"acc_stderr\": 0.012445770028026203,\n\ |
|
\ \"acc_norm\": 0.26791808873720135,\n \"acc_norm_stderr\": 0.01294203019513643\n\ |
|
\ },\n \"harness|hellaswag|10\": {\n \"acc\": 0.3269269069906393,\n\ |
|
\ \"acc_stderr\": 0.004681316064444439,\n \"acc_norm\": 0.3875721967735511,\n\ |
|
\ \"acc_norm_stderr\": 0.004862003566798543\n },\n \"harness|hendrycksTest-abstract_algebra|5\"\ |
|
: {\n \"acc\": 0.24,\n \"acc_stderr\": 0.04292346959909283,\n \ |
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\ \"acc_norm\": 0.24,\n \"acc_norm_stderr\": 0.04292346959909283\n \ |
|
\ },\n \"harness|hendrycksTest-anatomy|5\": {\n \"acc\": 0.23703703703703705,\n\ |
|
\ \"acc_stderr\": 0.03673731683969506,\n \"acc_norm\": 0.23703703703703705,\n\ |
|
\ \"acc_norm_stderr\": 0.03673731683969506\n },\n \"harness|hendrycksTest-astronomy|5\"\ |
|
: {\n \"acc\": 0.2631578947368421,\n \"acc_stderr\": 0.035834961763610625,\n\ |
|
\ \"acc_norm\": 0.2631578947368421,\n \"acc_norm_stderr\": 0.035834961763610625\n\ |
|
\ },\n \"harness|hendrycksTest-business_ethics|5\": {\n \"acc\": 0.21,\n\ |
|
\ \"acc_stderr\": 0.040936018074033256,\n \"acc_norm\": 0.21,\n \ |
|
\ \"acc_norm_stderr\": 0.040936018074033256\n },\n \"harness|hendrycksTest-clinical_knowledge|5\"\ |
|
: {\n \"acc\": 0.21132075471698114,\n \"acc_stderr\": 0.025125766484827842,\n\ |
|
\ \"acc_norm\": 0.21132075471698114,\n \"acc_norm_stderr\": 0.025125766484827842\n\ |
|
\ },\n \"harness|hendrycksTest-college_biology|5\": {\n \"acc\": 0.20833333333333334,\n\ |
|
\ \"acc_stderr\": 0.033961162058453336,\n \"acc_norm\": 0.20833333333333334,\n\ |
|
\ \"acc_norm_stderr\": 0.033961162058453336\n },\n \"harness|hendrycksTest-college_chemistry|5\"\ |
|
: {\n \"acc\": 0.25,\n \"acc_stderr\": 0.04351941398892446,\n \ |
|
\ \"acc_norm\": 0.25,\n \"acc_norm_stderr\": 0.04351941398892446\n \ |
|
\ },\n \"harness|hendrycksTest-college_computer_science|5\": {\n \"acc\"\ |
|
: 0.35,\n \"acc_stderr\": 0.047937248544110196,\n \"acc_norm\": 0.35,\n\ |
|
\ \"acc_norm_stderr\": 0.047937248544110196\n },\n \"harness|hendrycksTest-college_mathematics|5\"\ |
|
: {\n \"acc\": 0.33,\n \"acc_stderr\": 0.047258156262526045,\n \ |
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\ \"acc_norm\": 0.33,\n \"acc_norm_stderr\": 0.047258156262526045\n \ |
|
\ },\n \"harness|hendrycksTest-college_medicine|5\": {\n \"acc\": 0.24277456647398843,\n\ |
|
\ \"acc_stderr\": 0.0326926380614177,\n \"acc_norm\": 0.24277456647398843,\n\ |
|
\ \"acc_norm_stderr\": 0.0326926380614177\n },\n \"harness|hendrycksTest-college_physics|5\"\ |
|
: {\n \"acc\": 0.28431372549019607,\n \"acc_stderr\": 0.04488482852329017,\n\ |
|
\ \"acc_norm\": 0.28431372549019607,\n \"acc_norm_stderr\": 0.04488482852329017\n\ |
|
\ },\n \"harness|hendrycksTest-computer_security|5\": {\n \"acc\":\ |
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\ 0.22,\n \"acc_stderr\": 0.0416333199893227,\n \"acc_norm\": 0.22,\n\ |
|
\ \"acc_norm_stderr\": 0.0416333199893227\n },\n \"harness|hendrycksTest-conceptual_physics|5\"\ |
|
: {\n \"acc\": 0.23404255319148937,\n \"acc_stderr\": 0.02767845257821239,\n\ |
|
\ \"acc_norm\": 0.23404255319148937,\n \"acc_norm_stderr\": 0.02767845257821239\n\ |
|
\ },\n \"harness|hendrycksTest-econometrics|5\": {\n \"acc\": 0.23684210526315788,\n\ |
|
\ \"acc_stderr\": 0.039994238792813344,\n \"acc_norm\": 0.23684210526315788,\n\ |
|
\ \"acc_norm_stderr\": 0.039994238792813344\n },\n \"harness|hendrycksTest-electrical_engineering|5\"\ |
|
: {\n \"acc\": 0.25517241379310346,\n \"acc_stderr\": 0.03632984052707841,\n\ |
|
\ \"acc_norm\": 0.25517241379310346,\n \"acc_norm_stderr\": 0.03632984052707841\n\ |
|
\ },\n \"harness|hendrycksTest-elementary_mathematics|5\": {\n \"acc\"\ |
|
: 0.25132275132275134,\n \"acc_stderr\": 0.022340482339643898,\n \"\ |
|
acc_norm\": 0.25132275132275134,\n \"acc_norm_stderr\": 0.022340482339643898\n\ |
|
\ },\n \"harness|hendrycksTest-formal_logic|5\": {\n \"acc\": 0.20634920634920634,\n\ |
|
\ \"acc_stderr\": 0.036196045241242515,\n \"acc_norm\": 0.20634920634920634,\n\ |
|
\ \"acc_norm_stderr\": 0.036196045241242515\n },\n \"harness|hendrycksTest-global_facts|5\"\ |
|
: {\n \"acc\": 0.25,\n \"acc_stderr\": 0.04351941398892446,\n \ |
|
\ \"acc_norm\": 0.25,\n \"acc_norm_stderr\": 0.04351941398892446\n \ |
|
\ },\n \"harness|hendrycksTest-high_school_biology|5\": {\n \"acc\": 0.27741935483870966,\n\ |
|
\ \"acc_stderr\": 0.025470196835900055,\n \"acc_norm\": 0.27741935483870966,\n\ |
|
\ \"acc_norm_stderr\": 0.025470196835900055\n },\n \"harness|hendrycksTest-high_school_chemistry|5\"\ |
|
: {\n \"acc\": 0.24630541871921183,\n \"acc_stderr\": 0.030315099285617722,\n\ |
|
\ \"acc_norm\": 0.24630541871921183,\n \"acc_norm_stderr\": 0.030315099285617722\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_computer_science|5\": {\n \ |
|
\ \"acc\": 0.33,\n \"acc_stderr\": 0.047258156262526045,\n \"acc_norm\"\ |
|
: 0.33,\n \"acc_norm_stderr\": 0.047258156262526045\n },\n \"harness|hendrycksTest-high_school_european_history|5\"\ |
|
: {\n \"acc\": 0.2545454545454545,\n \"acc_stderr\": 0.0340150671524904,\n\ |
|
\ \"acc_norm\": 0.2545454545454545,\n \"acc_norm_stderr\": 0.0340150671524904\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_geography|5\": {\n \"acc\"\ |
|
: 0.35858585858585856,\n \"acc_stderr\": 0.03416903640391521,\n \"\ |
|
acc_norm\": 0.35858585858585856,\n \"acc_norm_stderr\": 0.03416903640391521\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_government_and_politics|5\": {\n\ |
|
\ \"acc\": 0.36787564766839376,\n \"acc_stderr\": 0.03480175668466036,\n\ |
|
\ \"acc_norm\": 0.36787564766839376,\n \"acc_norm_stderr\": 0.03480175668466036\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_macroeconomics|5\": {\n \ |
|
\ \"acc\": 0.31025641025641026,\n \"acc_stderr\": 0.023454674889404288,\n\ |
|
\ \"acc_norm\": 0.31025641025641026,\n \"acc_norm_stderr\": 0.023454674889404288\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_mathematics|5\": {\n \"\ |
|
acc\": 0.3333333333333333,\n \"acc_stderr\": 0.028742040903948492,\n \ |
|
\ \"acc_norm\": 0.3333333333333333,\n \"acc_norm_stderr\": 0.028742040903948492\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_microeconomics|5\": {\n \ |
|
\ \"acc\": 0.2184873949579832,\n \"acc_stderr\": 0.026841514322958948,\n\ |
|
\ \"acc_norm\": 0.2184873949579832,\n \"acc_norm_stderr\": 0.026841514322958948\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_physics|5\": {\n \"acc\"\ |
|
: 0.271523178807947,\n \"acc_stderr\": 0.036313298039696525,\n \"\ |
|
acc_norm\": 0.271523178807947,\n \"acc_norm_stderr\": 0.036313298039696525\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_psychology|5\": {\n \"acc\"\ |
|
: 0.25871559633027524,\n \"acc_stderr\": 0.018776052319619624,\n \"\ |
|
acc_norm\": 0.25871559633027524,\n \"acc_norm_stderr\": 0.018776052319619624\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_statistics|5\": {\n \"acc\"\ |
|
: 0.46296296296296297,\n \"acc_stderr\": 0.03400603625538272,\n \"\ |
|
acc_norm\": 0.46296296296296297,\n \"acc_norm_stderr\": 0.03400603625538272\n\ |
|
\ },\n \"harness|hendrycksTest-high_school_us_history|5\": {\n \"acc\"\ |
|
: 0.27941176470588236,\n \"acc_stderr\": 0.031493281045079556,\n \"\ |
|
acc_norm\": 0.27941176470588236,\n \"acc_norm_stderr\": 0.031493281045079556\n\ |
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\ },\n \"harness|hendrycksTest-high_school_world_history|5\": {\n \"\ |
|
acc\": 0.2109704641350211,\n \"acc_stderr\": 0.026558372502661923,\n \ |
|
\ \"acc_norm\": 0.2109704641350211,\n \"acc_norm_stderr\": 0.026558372502661923\n\ |
|
\ },\n \"harness|hendrycksTest-human_aging|5\": {\n \"acc\": 0.28699551569506726,\n\ |
|
\ \"acc_stderr\": 0.030360379710291954,\n \"acc_norm\": 0.28699551569506726,\n\ |
|
\ \"acc_norm_stderr\": 0.030360379710291954\n },\n \"harness|hendrycksTest-human_sexuality|5\"\ |
|
: {\n \"acc\": 0.25190839694656486,\n \"acc_stderr\": 0.03807387116306085,\n\ |
|
\ \"acc_norm\": 0.25190839694656486,\n \"acc_norm_stderr\": 0.03807387116306085\n\ |
|
\ },\n \"harness|hendrycksTest-international_law|5\": {\n \"acc\":\ |
|
\ 0.256198347107438,\n \"acc_stderr\": 0.039849796533028725,\n \"\ |
|
acc_norm\": 0.256198347107438,\n \"acc_norm_stderr\": 0.039849796533028725\n\ |
|
\ },\n \"harness|hendrycksTest-jurisprudence|5\": {\n \"acc\": 0.2222222222222222,\n\ |
|
\ \"acc_stderr\": 0.040191074725573483,\n \"acc_norm\": 0.2222222222222222,\n\ |
|
\ \"acc_norm_stderr\": 0.040191074725573483\n },\n \"harness|hendrycksTest-logical_fallacies|5\"\ |
|
: {\n \"acc\": 0.22699386503067484,\n \"acc_stderr\": 0.03291099578615769,\n\ |
|
\ \"acc_norm\": 0.22699386503067484,\n \"acc_norm_stderr\": 0.03291099578615769\n\ |
|
\ },\n \"harness|hendrycksTest-machine_learning|5\": {\n \"acc\": 0.2857142857142857,\n\ |
|
\ \"acc_stderr\": 0.042878587513404565,\n \"acc_norm\": 0.2857142857142857,\n\ |
|
\ \"acc_norm_stderr\": 0.042878587513404565\n },\n \"harness|hendrycksTest-management|5\"\ |
|
: {\n \"acc\": 0.17475728155339806,\n \"acc_stderr\": 0.037601780060266224,\n\ |
|
\ \"acc_norm\": 0.17475728155339806,\n \"acc_norm_stderr\": 0.037601780060266224\n\ |
|
\ },\n \"harness|hendrycksTest-marketing|5\": {\n \"acc\": 0.1794871794871795,\n\ |
|
\ \"acc_stderr\": 0.02514093595033545,\n \"acc_norm\": 0.1794871794871795,\n\ |
|
\ \"acc_norm_stderr\": 0.02514093595033545\n },\n \"harness|hendrycksTest-medical_genetics|5\"\ |
|
: {\n \"acc\": 0.3,\n \"acc_stderr\": 0.046056618647183814,\n \ |
|
\ \"acc_norm\": 0.3,\n \"acc_norm_stderr\": 0.046056618647183814\n \ |
|
\ },\n \"harness|hendrycksTest-miscellaneous|5\": {\n \"acc\": 0.24648786717752236,\n\ |
|
\ \"acc_stderr\": 0.015411308769686941,\n \"acc_norm\": 0.24648786717752236,\n\ |
|
\ \"acc_norm_stderr\": 0.015411308769686941\n },\n \"harness|hendrycksTest-moral_disputes|5\"\ |
|
: {\n \"acc\": 0.25722543352601157,\n \"acc_stderr\": 0.02353292543104428,\n\ |
|
\ \"acc_norm\": 0.25722543352601157,\n \"acc_norm_stderr\": 0.02353292543104428\n\ |
|
\ },\n \"harness|hendrycksTest-moral_scenarios|5\": {\n \"acc\": 0.23687150837988827,\n\ |
|
\ \"acc_stderr\": 0.01421957078810398,\n \"acc_norm\": 0.23687150837988827,\n\ |
|
\ \"acc_norm_stderr\": 0.01421957078810398\n },\n \"harness|hendrycksTest-nutrition|5\"\ |
|
: {\n \"acc\": 0.2549019607843137,\n \"acc_stderr\": 0.02495418432487991,\n\ |
|
\ \"acc_norm\": 0.2549019607843137,\n \"acc_norm_stderr\": 0.02495418432487991\n\ |
|
\ },\n \"harness|hendrycksTest-philosophy|5\": {\n \"acc\": 0.24115755627009647,\n\ |
|
\ \"acc_stderr\": 0.024296594034763426,\n \"acc_norm\": 0.24115755627009647,\n\ |
|
\ \"acc_norm_stderr\": 0.024296594034763426\n },\n \"harness|hendrycksTest-prehistory|5\"\ |
|
: {\n \"acc\": 0.24074074074074073,\n \"acc_stderr\": 0.023788583551658544,\n\ |
|
\ \"acc_norm\": 0.24074074074074073,\n \"acc_norm_stderr\": 0.023788583551658544\n\ |
|
\ },\n \"harness|hendrycksTest-professional_accounting|5\": {\n \"\ |
|
acc\": 0.24822695035460993,\n \"acc_stderr\": 0.025770015644290413,\n \ |
|
\ \"acc_norm\": 0.24822695035460993,\n \"acc_norm_stderr\": 0.025770015644290413\n\ |
|
\ },\n \"harness|hendrycksTest-professional_law|5\": {\n \"acc\": 0.24902216427640156,\n\ |
|
\ \"acc_stderr\": 0.011044892264040772,\n \"acc_norm\": 0.24902216427640156,\n\ |
|
\ \"acc_norm_stderr\": 0.011044892264040772\n },\n \"harness|hendrycksTest-professional_medicine|5\"\ |
|
: {\n \"acc\": 0.4227941176470588,\n \"acc_stderr\": 0.03000856284500347,\n\ |
|
\ \"acc_norm\": 0.4227941176470588,\n \"acc_norm_stderr\": 0.03000856284500347\n\ |
|
\ },\n \"harness|hendrycksTest-professional_psychology|5\": {\n \"\ |
|
acc\": 0.24673202614379086,\n \"acc_stderr\": 0.0174408203674025,\n \ |
|
\ \"acc_norm\": 0.24673202614379086,\n \"acc_norm_stderr\": 0.0174408203674025\n\ |
|
\ },\n \"harness|hendrycksTest-public_relations|5\": {\n \"acc\": 0.19090909090909092,\n\ |
|
\ \"acc_stderr\": 0.03764425585984924,\n \"acc_norm\": 0.19090909090909092,\n\ |
|
\ \"acc_norm_stderr\": 0.03764425585984924\n },\n \"harness|hendrycksTest-security_studies|5\"\ |
|
: {\n \"acc\": 0.3877551020408163,\n \"acc_stderr\": 0.031192230726795656,\n\ |
|
\ \"acc_norm\": 0.3877551020408163,\n \"acc_norm_stderr\": 0.031192230726795656\n\ |
|
\ },\n \"harness|hendrycksTest-sociology|5\": {\n \"acc\": 0.25870646766169153,\n\ |
|
\ \"acc_stderr\": 0.030965903123573026,\n \"acc_norm\": 0.25870646766169153,\n\ |
|
\ \"acc_norm_stderr\": 0.030965903123573026\n },\n \"harness|hendrycksTest-us_foreign_policy|5\"\ |
|
: {\n \"acc\": 0.26,\n \"acc_stderr\": 0.04408440022768078,\n \ |
|
\ \"acc_norm\": 0.26,\n \"acc_norm_stderr\": 0.04408440022768078\n \ |
|
\ },\n \"harness|hendrycksTest-virology|5\": {\n \"acc\": 0.2891566265060241,\n\ |
|
\ \"acc_stderr\": 0.03529486801511115,\n \"acc_norm\": 0.2891566265060241,\n\ |
|
\ \"acc_norm_stderr\": 0.03529486801511115\n },\n \"harness|hendrycksTest-world_religions|5\"\ |
|
: {\n \"acc\": 0.2573099415204678,\n \"acc_stderr\": 0.03352799844161865,\n\ |
|
\ \"acc_norm\": 0.2573099415204678,\n \"acc_norm_stderr\": 0.03352799844161865\n\ |
|
\ },\n \"harness|truthfulqa:mc|0\": {\n \"mc1\": 0.23378212974296206,\n\ |
|
\ \"mc1_stderr\": 0.014816195991931572,\n \"mc2\": 0.4240744665255174,\n\ |
|
\ \"mc2_stderr\": 0.014948776413812296\n }\n}\n```" |
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repo_url: https://huggingface.co/Kunhao/pile-7b |
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leaderboard_url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard |
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point_of_contact: clementine@hf.co |
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configs: |
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- config_name: harness_arc_challenge_25 |
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data_files: '**/details_harness|arc:challenge|25_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hellaswag_10 |
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data_files: '**/details_harness|hellaswag|10_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_abstract_algebra_5 |
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data_files: '**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_anatomy_5 |
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data_files: '**/details_harness|hendrycksTest-anatomy|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_astronomy_5 |
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data_files: '**/details_harness|hendrycksTest-astronomy|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_business_ethics_5 |
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data_files: '**/details_harness|hendrycksTest-business_ethics|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_clinical_knowledge_5 |
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data_files: '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_biology_5 |
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data_files: '**/details_harness|hendrycksTest-college_biology|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_chemistry_5 |
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data_files: '**/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_computer_science_5 |
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data_files: '**/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_mathematics_5 |
|
data_files: '**/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_medicine_5 |
|
data_files: '**/details_harness|hendrycksTest-college_medicine|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_college_physics_5 |
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data_files: '**/details_harness|hendrycksTest-college_physics|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_computer_security_5 |
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data_files: '**/details_harness|hendrycksTest-computer_security|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_conceptual_physics_5 |
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data_files: '**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T14:02:00.215909.parquet' |
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- config_name: harness_hendrycksTest_econometrics_5 |
|
data_files: '**/details_harness|hendrycksTest-econometrics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_electrical_engineering_5 |
|
data_files: '**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_elementary_mathematics_5 |
|
data_files: '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_formal_logic_5 |
|
data_files: '**/details_harness|hendrycksTest-formal_logic|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_global_facts_5 |
|
data_files: '**/details_harness|hendrycksTest-global_facts|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_biology_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_chemistry_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_computer_science_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_european_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_geography_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_government_and_politics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_macroeconomics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_mathematics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_microeconomics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_physics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_psychology_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_statistics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_us_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_high_school_world_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_human_aging_5 |
|
data_files: '**/details_harness|hendrycksTest-human_aging|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_human_sexuality_5 |
|
data_files: '**/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_international_law_5 |
|
data_files: '**/details_harness|hendrycksTest-international_law|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_jurisprudence_5 |
|
data_files: '**/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_logical_fallacies_5 |
|
data_files: '**/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_machine_learning_5 |
|
data_files: '**/details_harness|hendrycksTest-machine_learning|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_management_5 |
|
data_files: '**/details_harness|hendrycksTest-management|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_marketing_5 |
|
data_files: '**/details_harness|hendrycksTest-marketing|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_medical_genetics_5 |
|
data_files: '**/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_miscellaneous_5 |
|
data_files: '**/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_moral_disputes_5 |
|
data_files: '**/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_moral_scenarios_5 |
|
data_files: '**/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_nutrition_5 |
|
data_files: '**/details_harness|hendrycksTest-nutrition|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_philosophy_5 |
|
data_files: '**/details_harness|hendrycksTest-philosophy|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_prehistory_5 |
|
data_files: '**/details_harness|hendrycksTest-prehistory|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_professional_accounting_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_accounting|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_professional_law_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_law|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_professional_medicine_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_medicine|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_professional_psychology_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_psychology|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_public_relations_5 |
|
data_files: '**/details_harness|hendrycksTest-public_relations|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_security_studies_5 |
|
data_files: '**/details_harness|hendrycksTest-security_studies|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_sociology_5 |
|
data_files: '**/details_harness|hendrycksTest-sociology|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_us_foreign_policy_5 |
|
data_files: '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_virology_5 |
|
data_files: '**/details_harness|hendrycksTest-virology|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_hendrycksTest_world_religions_5 |
|
data_files: '**/details_harness|hendrycksTest-world_religions|5_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: harness_truthfulqa_mc_0 |
|
data_files: '**/details_harness|truthfulqa:mc|0_2023-08-17T14:02:00.215909.parquet' |
|
- config_name: results |
|
data_files: '**/results_2023-08-17T14:02:00.215909.json' |
|
--- |
|
|
|
# Dataset Card for Evaluation run of Kunhao/pile-7b |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** |
|
- **Repository:** https://huggingface.co/Kunhao/pile-7b |
|
- **Paper:** |
|
- **Leaderboard:** https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard |
|
- **Point of Contact:** clementine@hf.co |
|
|
|
### Dataset Summary |
|
|
|
Dataset automatically created during the evaluation run of model [Kunhao/pile-7b](https://huggingface.co/Kunhao/pile-7b) on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard). |
|
|
|
The dataset is composed of 60 configuration, each one coresponding to one of the evaluated task. |
|
|
|
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results. |
|
|
|
An additional configuration "results" store all the aggregated results of the run (and is used to compute and display the agregated metrics on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)). |
|
|
|
To load the details from a run, you can for instance do the following: |
|
```python |
|
from datasets import load_dataset |
|
data = load_dataset("open-llm-leaderboard/details_Kunhao__pile-7b", |
|
"harness_truthfulqa_mc_0", |
|
split="train") |
|
``` |
|
|
|
## Latest results |
|
|
|
These are the [latest results from run 2023-08-17T14:02:00.215909](https://huggingface.co/datasets/open-llm-leaderboard/details_Kunhao__pile-7b/resolve/main/results_2023-08-17T14%3A02%3A00.215909.json): |
|
|
|
```python |
|
{ |
|
"all": { |
|
"acc": 0.26607314141949256, |
|
"acc_stderr": 0.031950603341667064, |
|
"acc_norm": 0.2676071883857905, |
|
"acc_norm_stderr": 0.03196207703098002, |
|
"mc1": 0.23378212974296206, |
|
"mc1_stderr": 0.014816195991931572, |
|
"mc2": 0.4240744665255174, |
|
"mc2_stderr": 0.014948776413812296 |
|
}, |
|
"harness|arc:challenge|25": { |
|
"acc": 0.2380546075085324, |
|
"acc_stderr": 0.012445770028026203, |
|
"acc_norm": 0.26791808873720135, |
|
"acc_norm_stderr": 0.01294203019513643 |
|
}, |
|
"harness|hellaswag|10": { |
|
"acc": 0.3269269069906393, |
|
"acc_stderr": 0.004681316064444439, |
|
"acc_norm": 0.3875721967735511, |
|
"acc_norm_stderr": 0.004862003566798543 |
|
}, |
|
"harness|hendrycksTest-abstract_algebra|5": { |
|
"acc": 0.24, |
|
"acc_stderr": 0.04292346959909283, |
|
"acc_norm": 0.24, |
|
"acc_norm_stderr": 0.04292346959909283 |
|
}, |
|
"harness|hendrycksTest-anatomy|5": { |
|
"acc": 0.23703703703703705, |
|
"acc_stderr": 0.03673731683969506, |
|
"acc_norm": 0.23703703703703705, |
|
"acc_norm_stderr": 0.03673731683969506 |
|
}, |
|
"harness|hendrycksTest-astronomy|5": { |
|
"acc": 0.2631578947368421, |
|
"acc_stderr": 0.035834961763610625, |
|
"acc_norm": 0.2631578947368421, |
|
"acc_norm_stderr": 0.035834961763610625 |
|
}, |
|
"harness|hendrycksTest-business_ethics|5": { |
|
"acc": 0.21, |
|
"acc_stderr": 0.040936018074033256, |
|
"acc_norm": 0.21, |
|
"acc_norm_stderr": 0.040936018074033256 |
|
}, |
|
"harness|hendrycksTest-clinical_knowledge|5": { |
|
"acc": 0.21132075471698114, |
|
"acc_stderr": 0.025125766484827842, |
|
"acc_norm": 0.21132075471698114, |
|
"acc_norm_stderr": 0.025125766484827842 |
|
}, |
|
"harness|hendrycksTest-college_biology|5": { |
|
"acc": 0.20833333333333334, |
|
"acc_stderr": 0.033961162058453336, |
|
"acc_norm": 0.20833333333333334, |
|
"acc_norm_stderr": 0.033961162058453336 |
|
}, |
|
"harness|hendrycksTest-college_chemistry|5": { |
|
"acc": 0.25, |
|
"acc_stderr": 0.04351941398892446, |
|
"acc_norm": 0.25, |
|
"acc_norm_stderr": 0.04351941398892446 |
|
}, |
|
"harness|hendrycksTest-college_computer_science|5": { |
|
"acc": 0.35, |
|
"acc_stderr": 0.047937248544110196, |
|
"acc_norm": 0.35, |
|
"acc_norm_stderr": 0.047937248544110196 |
|
}, |
|
"harness|hendrycksTest-college_mathematics|5": { |
|
"acc": 0.33, |
|
"acc_stderr": 0.047258156262526045, |
|
"acc_norm": 0.33, |
|
"acc_norm_stderr": 0.047258156262526045 |
|
}, |
|
"harness|hendrycksTest-college_medicine|5": { |
|
"acc": 0.24277456647398843, |
|
"acc_stderr": 0.0326926380614177, |
|
"acc_norm": 0.24277456647398843, |
|
"acc_norm_stderr": 0.0326926380614177 |
|
}, |
|
"harness|hendrycksTest-college_physics|5": { |
|
"acc": 0.28431372549019607, |
|
"acc_stderr": 0.04488482852329017, |
|
"acc_norm": 0.28431372549019607, |
|
"acc_norm_stderr": 0.04488482852329017 |
|
}, |
|
"harness|hendrycksTest-computer_security|5": { |
|
"acc": 0.22, |
|
"acc_stderr": 0.0416333199893227, |
|
"acc_norm": 0.22, |
|
"acc_norm_stderr": 0.0416333199893227 |
|
}, |
|
"harness|hendrycksTest-conceptual_physics|5": { |
|
"acc": 0.23404255319148937, |
|
"acc_stderr": 0.02767845257821239, |
|
"acc_norm": 0.23404255319148937, |
|
"acc_norm_stderr": 0.02767845257821239 |
|
}, |
|
"harness|hendrycksTest-econometrics|5": { |
|
"acc": 0.23684210526315788, |
|
"acc_stderr": 0.039994238792813344, |
|
"acc_norm": 0.23684210526315788, |
|
"acc_norm_stderr": 0.039994238792813344 |
|
}, |
|
"harness|hendrycksTest-electrical_engineering|5": { |
|
"acc": 0.25517241379310346, |
|
"acc_stderr": 0.03632984052707841, |
|
"acc_norm": 0.25517241379310346, |
|
"acc_norm_stderr": 0.03632984052707841 |
|
}, |
|
"harness|hendrycksTest-elementary_mathematics|5": { |
|
"acc": 0.25132275132275134, |
|
"acc_stderr": 0.022340482339643898, |
|
"acc_norm": 0.25132275132275134, |
|
"acc_norm_stderr": 0.022340482339643898 |
|
}, |
|
"harness|hendrycksTest-formal_logic|5": { |
|
"acc": 0.20634920634920634, |
|
"acc_stderr": 0.036196045241242515, |
|
"acc_norm": 0.20634920634920634, |
|
"acc_norm_stderr": 0.036196045241242515 |
|
}, |
|
"harness|hendrycksTest-global_facts|5": { |
|
"acc": 0.25, |
|
"acc_stderr": 0.04351941398892446, |
|
"acc_norm": 0.25, |
|
"acc_norm_stderr": 0.04351941398892446 |
|
}, |
|
"harness|hendrycksTest-high_school_biology|5": { |
|
"acc": 0.27741935483870966, |
|
"acc_stderr": 0.025470196835900055, |
|
"acc_norm": 0.27741935483870966, |
|
"acc_norm_stderr": 0.025470196835900055 |
|
}, |
|
"harness|hendrycksTest-high_school_chemistry|5": { |
|
"acc": 0.24630541871921183, |
|
"acc_stderr": 0.030315099285617722, |
|
"acc_norm": 0.24630541871921183, |
|
"acc_norm_stderr": 0.030315099285617722 |
|
}, |
|
"harness|hendrycksTest-high_school_computer_science|5": { |
|
"acc": 0.33, |
|
"acc_stderr": 0.047258156262526045, |
|
"acc_norm": 0.33, |
|
"acc_norm_stderr": 0.047258156262526045 |
|
}, |
|
"harness|hendrycksTest-high_school_european_history|5": { |
|
"acc": 0.2545454545454545, |
|
"acc_stderr": 0.0340150671524904, |
|
"acc_norm": 0.2545454545454545, |
|
"acc_norm_stderr": 0.0340150671524904 |
|
}, |
|
"harness|hendrycksTest-high_school_geography|5": { |
|
"acc": 0.35858585858585856, |
|
"acc_stderr": 0.03416903640391521, |
|
"acc_norm": 0.35858585858585856, |
|
"acc_norm_stderr": 0.03416903640391521 |
|
}, |
|
"harness|hendrycksTest-high_school_government_and_politics|5": { |
|
"acc": 0.36787564766839376, |
|
"acc_stderr": 0.03480175668466036, |
|
"acc_norm": 0.36787564766839376, |
|
"acc_norm_stderr": 0.03480175668466036 |
|
}, |
|
"harness|hendrycksTest-high_school_macroeconomics|5": { |
|
"acc": 0.31025641025641026, |
|
"acc_stderr": 0.023454674889404288, |
|
"acc_norm": 0.31025641025641026, |
|
"acc_norm_stderr": 0.023454674889404288 |
|
}, |
|
"harness|hendrycksTest-high_school_mathematics|5": { |
|
"acc": 0.3333333333333333, |
|
"acc_stderr": 0.028742040903948492, |
|
"acc_norm": 0.3333333333333333, |
|
"acc_norm_stderr": 0.028742040903948492 |
|
}, |
|
"harness|hendrycksTest-high_school_microeconomics|5": { |
|
"acc": 0.2184873949579832, |
|
"acc_stderr": 0.026841514322958948, |
|
"acc_norm": 0.2184873949579832, |
|
"acc_norm_stderr": 0.026841514322958948 |
|
}, |
|
"harness|hendrycksTest-high_school_physics|5": { |
|
"acc": 0.271523178807947, |
|
"acc_stderr": 0.036313298039696525, |
|
"acc_norm": 0.271523178807947, |
|
"acc_norm_stderr": 0.036313298039696525 |
|
}, |
|
"harness|hendrycksTest-high_school_psychology|5": { |
|
"acc": 0.25871559633027524, |
|
"acc_stderr": 0.018776052319619624, |
|
"acc_norm": 0.25871559633027524, |
|
"acc_norm_stderr": 0.018776052319619624 |
|
}, |
|
"harness|hendrycksTest-high_school_statistics|5": { |
|
"acc": 0.46296296296296297, |
|
"acc_stderr": 0.03400603625538272, |
|
"acc_norm": 0.46296296296296297, |
|
"acc_norm_stderr": 0.03400603625538272 |
|
}, |
|
"harness|hendrycksTest-high_school_us_history|5": { |
|
"acc": 0.27941176470588236, |
|
"acc_stderr": 0.031493281045079556, |
|
"acc_norm": 0.27941176470588236, |
|
"acc_norm_stderr": 0.031493281045079556 |
|
}, |
|
"harness|hendrycksTest-high_school_world_history|5": { |
|
"acc": 0.2109704641350211, |
|
"acc_stderr": 0.026558372502661923, |
|
"acc_norm": 0.2109704641350211, |
|
"acc_norm_stderr": 0.026558372502661923 |
|
}, |
|
"harness|hendrycksTest-human_aging|5": { |
|
"acc": 0.28699551569506726, |
|
"acc_stderr": 0.030360379710291954, |
|
"acc_norm": 0.28699551569506726, |
|
"acc_norm_stderr": 0.030360379710291954 |
|
}, |
|
"harness|hendrycksTest-human_sexuality|5": { |
|
"acc": 0.25190839694656486, |
|
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"harness|hendrycksTest-marketing|5": { |
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"harness|hendrycksTest-medical_genetics|5": { |
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"harness|hendrycksTest-moral_disputes|5": { |
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"harness|hendrycksTest-moral_scenarios|5": { |
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}, |
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}, |
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"harness|truthfulqa:mc|0": { |
|
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"mc2": 0.4240744665255174, |
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"mc2_stderr": 0.014948776413812296 |
|
} |
|
} |
|
``` |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
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|
|
### Languages |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
[More Information Needed] |
|
|
|
### Data Fields |
|
|
|
[More Information Needed] |
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed] |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed] |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed] |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
[More Information Needed] |
|
|
|
### Contributions |
|
|
|
[More Information Needed] |
