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open-llm-leaderboard-old/details_Weyaxi__Dolphin2.1-OpenOrca-7B

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Hugging Face2023-11-09 更新2024-06-22 收录
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https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_Weyaxi__Dolphin2.1-OpenOrca-7B
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--- pretty_name: Evaluation run of Weyaxi/Dolphin2.1-OpenOrca-7B dataset_summary: "Dataset automatically created during the evaluation run of model\ \ [Weyaxi/Dolphin2.1-OpenOrca-7B](https://huggingface.co/Weyaxi/Dolphin2.1-OpenOrca-7B)\ \ on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n\ \nThe dataset is composed of 64 configuration, each one coresponding to one of the\ \ evaluated task.\n\nThe dataset has been created from 2 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.\n\ \nAn additional configuration \"results\" store all the aggregated results of the\ \ run (and is used to compute and display the aggregated metrics on the [Open LLM\ \ Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)).\n\ \nTo load the details from a run, you can for instance do the following:\n```python\n\ from datasets import load_dataset\ndata = load_dataset(\"open-llm-leaderboard/details_Weyaxi__Dolphin2.1-OpenOrca-7B_public\"\ ,\n\t\"harness_winogrande_5\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\n\ These are the [latest results from run 2023-11-09T14:21:27.933712](https://huggingface.co/datasets/open-llm-leaderboard/details_Weyaxi__Dolphin2.1-OpenOrca-7B_public/blob/main/results_2023-11-09T14-21-27.933712.json)(note\ \ that their might be results for other tasks in the repos if successive evals didn't\ \ cover the same tasks. You find each in the results and the \"latest\" split for\ \ each eval):\n\n```python\n{\n \"all\": {\n \"acc\": 0.6224567348896717,\n\ \ \"acc_stderr\": 0.032466479047476085,\n \"acc_norm\": 0.6308724361156662,\n\ \ \"acc_norm_stderr\": 0.033159611933737225,\n \"mc1\": 0.36107711138310894,\n\ \ \"mc1_stderr\": 0.016814312844836886,\n \"mc2\": 0.538254375639854,\n\ \ \"mc2_stderr\": 0.015244755693358225,\n \"em\": 0.0030411073825503355,\n\ \ \"em_stderr\": 0.0005638896908753155,\n \"f1\": 0.08151740771812048,\n\ \ \"f1_stderr\": 0.0016591952257614033\n },\n \"harness|arc:challenge|25\"\ : {\n \"acc\": 0.6083617747440273,\n \"acc_stderr\": 0.01426412212493821,\n\ \ \"acc_norm\": 0.6416382252559727,\n \"acc_norm_stderr\": 0.014012883334859857\n\ \ },\n \"harness|hellaswag|10\": {\n \"acc\": 0.650368452499502,\n\ \ \"acc_stderr\": 0.004758790172436687,\n \"acc_norm\": 0.8424616610237005,\n\ \ \"acc_norm_stderr\": 0.0036356303524759065\n },\n \"harness|hendrycksTest-abstract_algebra|5\"\ : {\n \"acc\": 0.32,\n \"acc_stderr\": 0.046882617226215034,\n \ \ \"acc_norm\": 0.32,\n \"acc_norm_stderr\": 0.046882617226215034\n \ \ },\n \"harness|hendrycksTest-anatomy|5\": {\n \"acc\": 0.6,\n \ \ \"acc_stderr\": 0.04232073695151589,\n \"acc_norm\": 0.6,\n \"\ acc_norm_stderr\": 0.04232073695151589\n },\n \"harness|hendrycksTest-astronomy|5\"\ : {\n \"acc\": 0.6710526315789473,\n \"acc_stderr\": 0.03823428969926605,\n\ \ \"acc_norm\": 0.6710526315789473,\n \"acc_norm_stderr\": 0.03823428969926605\n\ \ },\n \"harness|hendrycksTest-business_ethics|5\": {\n \"acc\": 0.59,\n\ \ \"acc_stderr\": 0.04943110704237102,\n \"acc_norm\": 0.59,\n \ \ \"acc_norm_stderr\": 0.04943110704237102\n },\n \"harness|hendrycksTest-clinical_knowledge|5\"\ : {\n \"acc\": 0.6981132075471698,\n \"acc_stderr\": 0.02825420034443866,\n\ \ \"acc_norm\": 0.6981132075471698,\n \"acc_norm_stderr\": 0.02825420034443866\n\ \ },\n \"harness|hendrycksTest-college_biology|5\": {\n \"acc\": 0.7222222222222222,\n\ \ \"acc_stderr\": 0.037455547914624555,\n \"acc_norm\": 0.7222222222222222,\n\ \ \"acc_norm_stderr\": 0.037455547914624555\n },\n \"harness|hendrycksTest-college_chemistry|5\"\ : {\n \"acc\": 0.48,\n \"acc_stderr\": 0.050211673156867795,\n \ \ \"acc_norm\": 0.48,\n \"acc_norm_stderr\": 0.050211673156867795\n \ \ },\n \"harness|hendrycksTest-college_computer_science|5\": {\n \"\ acc\": 0.54,\n \"acc_stderr\": 0.05009082659620333,\n \"acc_norm\"\ : 0.54,\n \"acc_norm_stderr\": 0.05009082659620333\n },\n \"harness|hendrycksTest-college_mathematics|5\"\ : {\n \"acc\": 0.37,\n \"acc_stderr\": 0.04852365870939099,\n \ \ \"acc_norm\": 0.37,\n \"acc_norm_stderr\": 0.04852365870939099\n \ \ },\n \"harness|hendrycksTest-college_medicine|5\": {\n \"acc\": 0.5953757225433526,\n\ \ \"acc_stderr\": 0.03742461193887248,\n \"acc_norm\": 0.5953757225433526,\n\ \ \"acc_norm_stderr\": 0.03742461193887248\n },\n \"harness|hendrycksTest-college_physics|5\"\ : {\n \"acc\": 0.3333333333333333,\n \"acc_stderr\": 0.04690650298201943,\n\ \ \"acc_norm\": 0.3333333333333333,\n \"acc_norm_stderr\": 0.04690650298201943\n\ \ },\n \"harness|hendrycksTest-computer_security|5\": {\n \"acc\":\ \ 0.79,\n \"acc_stderr\": 0.040936018074033256,\n \"acc_norm\": 0.79,\n\ \ \"acc_norm_stderr\": 0.040936018074033256\n },\n \"harness|hendrycksTest-conceptual_physics|5\"\ : {\n \"acc\": 0.5531914893617021,\n \"acc_stderr\": 0.0325005368436584,\n\ \ \"acc_norm\": 0.5531914893617021,\n \"acc_norm_stderr\": 0.0325005368436584\n\ \ },\n \"harness|hendrycksTest-econometrics|5\": {\n \"acc\": 0.4298245614035088,\n\ \ \"acc_stderr\": 0.04657047260594963,\n \"acc_norm\": 0.4298245614035088,\n\ \ \"acc_norm_stderr\": 0.04657047260594963\n },\n \"harness|hendrycksTest-electrical_engineering|5\"\ : {\n \"acc\": 0.5793103448275863,\n \"acc_stderr\": 0.0411391498118926,\n\ \ \"acc_norm\": 0.5793103448275863,\n \"acc_norm_stderr\": 0.0411391498118926\n\ \ },\n \"harness|hendrycksTest-elementary_mathematics|5\": {\n \"acc\"\ : 0.3968253968253968,\n \"acc_stderr\": 0.025197101074246487,\n \"\ acc_norm\": 0.3968253968253968,\n \"acc_norm_stderr\": 0.025197101074246487\n\ \ },\n \"harness|hendrycksTest-formal_logic|5\": {\n \"acc\": 0.42063492063492064,\n\ \ \"acc_stderr\": 0.04415438226743744,\n \"acc_norm\": 0.42063492063492064,\n\ \ \"acc_norm_stderr\": 0.04415438226743744\n },\n \"harness|hendrycksTest-global_facts|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-high_school_biology|5\": {\n \"acc\": 0.7645161290322581,\n\ \ \"acc_stderr\": 0.02413763242933771,\n \"acc_norm\": 0.7645161290322581,\n\ \ \"acc_norm_stderr\": 0.02413763242933771\n },\n \"harness|hendrycksTest-high_school_chemistry|5\"\ : {\n \"acc\": 0.5024630541871922,\n \"acc_stderr\": 0.03517945038691063,\n\ \ \"acc_norm\": 0.5024630541871922,\n \"acc_norm_stderr\": 0.03517945038691063\n\ \ },\n \"harness|hendrycksTest-high_school_computer_science|5\": {\n \ \ \"acc\": 0.69,\n \"acc_stderr\": 0.04648231987117316,\n \"acc_norm\"\ : 0.69,\n \"acc_norm_stderr\": 0.04648231987117316\n },\n \"harness|hendrycksTest-high_school_european_history|5\"\ : {\n \"acc\": 0.7515151515151515,\n \"acc_stderr\": 0.03374402644139403,\n\ \ \"acc_norm\": 0.7515151515151515,\n \"acc_norm_stderr\": 0.03374402644139403\n\ \ },\n \"harness|hendrycksTest-high_school_geography|5\": {\n \"acc\"\ : 0.7727272727272727,\n \"acc_stderr\": 0.029857515673386414,\n \"\ acc_norm\": 0.7727272727272727,\n \"acc_norm_stderr\": 0.029857515673386414\n\ \ },\n \"harness|hendrycksTest-high_school_government_and_politics|5\": {\n\ \ \"acc\": 0.8652849740932642,\n \"acc_stderr\": 0.02463978909770944,\n\ \ \"acc_norm\": 0.8652849740932642,\n \"acc_norm_stderr\": 0.02463978909770944\n\ \ },\n \"harness|hendrycksTest-high_school_macroeconomics|5\": {\n \ \ \"acc\": 0.6333333333333333,\n \"acc_stderr\": 0.02443301646605246,\n \ \ \"acc_norm\": 0.6333333333333333,\n \"acc_norm_stderr\": 0.02443301646605246\n\ \ },\n \"harness|hendrycksTest-high_school_mathematics|5\": {\n \"\ acc\": 0.32592592592592595,\n \"acc_stderr\": 0.02857834836547308,\n \ \ \"acc_norm\": 0.32592592592592595,\n \"acc_norm_stderr\": 0.02857834836547308\n\ \ },\n \"harness|hendrycksTest-high_school_microeconomics|5\": {\n \ \ \"acc\": 0.6596638655462185,\n \"acc_stderr\": 0.03077805742293167,\n \ \ \"acc_norm\": 0.6596638655462185,\n \"acc_norm_stderr\": 0.03077805742293167\n\ \ },\n \"harness|hendrycksTest-high_school_physics|5\": {\n \"acc\"\ : 0.3509933774834437,\n \"acc_stderr\": 0.03896981964257375,\n \"\ acc_norm\": 0.3509933774834437,\n \"acc_norm_stderr\": 0.03896981964257375\n\ \ },\n \"harness|hendrycksTest-high_school_psychology|5\": {\n \"acc\"\ : 0.8128440366972477,\n \"acc_stderr\": 0.016722684526200148,\n \"\ acc_norm\": 0.8128440366972477,\n \"acc_norm_stderr\": 0.016722684526200148\n\ \ },\n \"harness|hendrycksTest-high_school_statistics|5\": {\n \"acc\"\ : 0.49074074074074076,\n \"acc_stderr\": 0.034093869469927006,\n \"\ acc_norm\": 0.49074074074074076,\n \"acc_norm_stderr\": 0.034093869469927006\n\ \ },\n \"harness|hendrycksTest-high_school_us_history|5\": {\n \"acc\"\ : 0.7990196078431373,\n \"acc_stderr\": 0.02812597226565437,\n \"\ acc_norm\": 0.7990196078431373,\n \"acc_norm_stderr\": 0.02812597226565437\n\ \ },\n \"harness|hendrycksTest-high_school_world_history|5\": {\n \"\ acc\": 0.7974683544303798,\n \"acc_stderr\": 0.026160568246601436,\n \ \ \"acc_norm\": 0.7974683544303798,\n \"acc_norm_stderr\": 0.026160568246601436\n\ \ },\n \"harness|hendrycksTest-human_aging|5\": {\n \"acc\": 0.6681614349775785,\n\ \ \"acc_stderr\": 0.03160295143776679,\n \"acc_norm\": 0.6681614349775785,\n\ \ \"acc_norm_stderr\": 0.03160295143776679\n },\n \"harness|hendrycksTest-human_sexuality|5\"\ : {\n \"acc\": 0.7709923664122137,\n \"acc_stderr\": 0.036853466317118506,\n\ \ \"acc_norm\": 0.7709923664122137,\n \"acc_norm_stderr\": 0.036853466317118506\n\ \ },\n \"harness|hendrycksTest-international_law|5\": {\n \"acc\":\ \ 0.7768595041322314,\n \"acc_stderr\": 0.03800754475228733,\n \"\ acc_norm\": 0.7768595041322314,\n \"acc_norm_stderr\": 0.03800754475228733\n\ \ },\n \"harness|hendrycksTest-jurisprudence|5\": {\n \"acc\": 0.7592592592592593,\n\ \ \"acc_stderr\": 0.04133119440243838,\n \"acc_norm\": 0.7592592592592593,\n\ \ \"acc_norm_stderr\": 0.04133119440243838\n },\n \"harness|hendrycksTest-logical_fallacies|5\"\ : {\n \"acc\": 0.7423312883435583,\n \"acc_stderr\": 0.03436150827846917,\n\ \ \"acc_norm\": 0.7423312883435583,\n \"acc_norm_stderr\": 0.03436150827846917\n\ \ },\n \"harness|hendrycksTest-machine_learning|5\": {\n \"acc\": 0.4642857142857143,\n\ \ \"acc_stderr\": 0.04733667890053756,\n \"acc_norm\": 0.4642857142857143,\n\ \ \"acc_norm_stderr\": 0.04733667890053756\n },\n \"harness|hendrycksTest-management|5\"\ : {\n \"acc\": 0.8058252427184466,\n \"acc_stderr\": 0.039166677628225836,\n\ \ \"acc_norm\": 0.8058252427184466,\n \"acc_norm_stderr\": 0.039166677628225836\n\ \ },\n \"harness|hendrycksTest-marketing|5\": {\n \"acc\": 0.8675213675213675,\n\ \ \"acc_stderr\": 0.02220930907316561,\n \"acc_norm\": 0.8675213675213675,\n\ \ \"acc_norm_stderr\": 0.02220930907316561\n },\n \"harness|hendrycksTest-medical_genetics|5\"\ : {\n \"acc\": 0.72,\n \"acc_stderr\": 0.04512608598542128,\n \ \ \"acc_norm\": 0.72,\n \"acc_norm_stderr\": 0.04512608598542128\n \ \ },\n \"harness|hendrycksTest-miscellaneous|5\": {\n \"acc\": 0.8058748403575989,\n\ \ \"acc_stderr\": 0.014143970276657567,\n \"acc_norm\": 0.8058748403575989,\n\ \ \"acc_norm_stderr\": 0.014143970276657567\n },\n \"harness|hendrycksTest-moral_disputes|5\"\ : {\n \"acc\": 0.7109826589595376,\n \"acc_stderr\": 0.024405173935783234,\n\ \ \"acc_norm\": 0.7109826589595376,\n \"acc_norm_stderr\": 0.024405173935783234\n\ \ },\n \"harness|hendrycksTest-moral_scenarios|5\": {\n \"acc\": 0.3340782122905028,\n\ \ \"acc_stderr\": 0.015774911422381625,\n \"acc_norm\": 0.3340782122905028,\n\ \ \"acc_norm_stderr\": 0.015774911422381625\n },\n \"harness|hendrycksTest-nutrition|5\"\ : {\n \"acc\": 0.6993464052287581,\n \"acc_stderr\": 0.026256053835718964,\n\ \ \"acc_norm\": 0.6993464052287581,\n \"acc_norm_stderr\": 0.026256053835718964\n\ \ },\n \"harness|hendrycksTest-philosophy|5\": {\n \"acc\": 0.684887459807074,\n\ \ \"acc_stderr\": 0.02638527370346449,\n \"acc_norm\": 0.684887459807074,\n\ \ \"acc_norm_stderr\": 0.02638527370346449\n },\n \"harness|hendrycksTest-prehistory|5\"\ : {\n \"acc\": 0.7191358024691358,\n \"acc_stderr\": 0.02500646975579921,\n\ \ \"acc_norm\": 0.7191358024691358,\n \"acc_norm_stderr\": 0.02500646975579921\n\ \ },\n \"harness|hendrycksTest-professional_accounting|5\": {\n \"\ acc\": 0.44680851063829785,\n \"acc_stderr\": 0.029658235097666904,\n \ \ \"acc_norm\": 0.44680851063829785,\n \"acc_norm_stderr\": 0.029658235097666904\n\ \ },\n \"harness|hendrycksTest-professional_law|5\": {\n \"acc\": 0.4621903520208605,\n\ \ \"acc_stderr\": 0.012733671880342507,\n \"acc_norm\": 0.4621903520208605,\n\ \ \"acc_norm_stderr\": 0.012733671880342507\n },\n \"harness|hendrycksTest-professional_medicine|5\"\ : {\n \"acc\": 0.6176470588235294,\n \"acc_stderr\": 0.029520095697687765,\n\ \ \"acc_norm\": 0.6176470588235294,\n \"acc_norm_stderr\": 0.029520095697687765\n\ \ },\n \"harness|hendrycksTest-professional_psychology|5\": {\n \"\ acc\": 0.6470588235294118,\n \"acc_stderr\": 0.01933314202079716,\n \ \ \"acc_norm\": 0.6470588235294118,\n \"acc_norm_stderr\": 0.01933314202079716\n\ \ },\n \"harness|hendrycksTest-public_relations|5\": {\n \"acc\": 0.6727272727272727,\n\ \ \"acc_stderr\": 0.0449429086625209,\n \"acc_norm\": 0.6727272727272727,\n\ \ \"acc_norm_stderr\": 0.0449429086625209\n },\n \"harness|hendrycksTest-security_studies|5\"\ : {\n \"acc\": 0.7183673469387755,\n \"acc_stderr\": 0.028795185574291296,\n\ \ \"acc_norm\": 0.7183673469387755,\n \"acc_norm_stderr\": 0.028795185574291296\n\ \ },\n \"harness|hendrycksTest-sociology|5\": {\n \"acc\": 0.845771144278607,\n\ \ \"acc_stderr\": 0.025538433368578337,\n \"acc_norm\": 0.845771144278607,\n\ \ \"acc_norm_stderr\": 0.025538433368578337\n },\n \"harness|hendrycksTest-us_foreign_policy|5\"\ : {\n \"acc\": 0.83,\n \"acc_stderr\": 0.0377525168068637,\n \ \ \"acc_norm\": 0.83,\n \"acc_norm_stderr\": 0.0377525168068637\n },\n\ \ \"harness|hendrycksTest-virology|5\": {\n \"acc\": 0.5421686746987951,\n\ \ \"acc_stderr\": 0.0387862677100236,\n \"acc_norm\": 0.5421686746987951,\n\ \ \"acc_norm_stderr\": 0.0387862677100236\n },\n \"harness|hendrycksTest-world_religions|5\"\ : {\n \"acc\": 0.8187134502923976,\n \"acc_stderr\": 0.029547741687640038,\n\ \ \"acc_norm\": 0.8187134502923976,\n \"acc_norm_stderr\": 0.029547741687640038\n\ \ },\n \"harness|truthfulqa:mc|0\": {\n \"mc1\": 0.36107711138310894,\n\ \ \"mc1_stderr\": 0.016814312844836886,\n \"mc2\": 0.538254375639854,\n\ \ \"mc2_stderr\": 0.015244755693358225\n },\n \"harness|winogrande|5\"\ : {\n \"acc\": 0.77663772691397,\n \"acc_stderr\": 0.011705697565205193\n\ \ },\n \"harness|drop|3\": {\n \"em\": 0.0030411073825503355,\n \ \ \"em_stderr\": 0.0005638896908753155,\n \"f1\": 0.08151740771812048,\n\ \ \"f1_stderr\": 0.0016591952257614033\n },\n \"harness|gsm8k|5\":\ \ {\n \"acc\": 0.19711902956785443,\n \"acc_stderr\": 0.01095802163030062\n\ \ }\n}\n```" repo_url: https://huggingface.co/Weyaxi/Dolphin2.1-OpenOrca-7B leaderboard_url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard point_of_contact: clementine@hf.co configs: - config_name: harness_arc_challenge_25 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|arc:challenge|25_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|arc:challenge|25_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|arc:challenge|25_2023-11-09T14-21-27.933712.parquet' - config_name: harness_drop_3 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|drop|3_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|drop|3_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|drop|3_2023-11-09T14-21-27.933712.parquet' - config_name: harness_gsm8k_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|gsm8k|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|gsm8k|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|gsm8k|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hellaswag_10 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hellaswag|10_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hellaswag|10_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hellaswag|10_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-13-23.628272.parquet' - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-21-27.933712.parquet' - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_abstract_algebra_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_anatomy_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-anatomy|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_astronomy_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-astronomy|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_business_ethics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-business_ethics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_clinical_knowledge_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_biology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_biology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_chemistry_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_chemistry|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_computer_science_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_computer_science|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_mathematics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_mathematics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_medicine_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_medicine|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_college_physics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-college_physics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_computer_security_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-computer_security|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_conceptual_physics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_econometrics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-econometrics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_electrical_engineering_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_elementary_mathematics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_formal_logic_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-formal_logic|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_global_facts_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-global_facts|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_biology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_biology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_chemistry_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_computer_science_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_european_history_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_geography_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_geography|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_government_and_politics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_macroeconomics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_mathematics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_microeconomics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_physics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_physics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_psychology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_statistics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_us_history_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_high_school_world_history_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_human_aging_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-human_aging|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_human_sexuality_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-human_sexuality|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_international_law_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-international_law|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_jurisprudence_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-jurisprudence|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_logical_fallacies_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_machine_learning_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-machine_learning|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_management_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-management|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_marketing_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-marketing|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_medical_genetics_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-medical_genetics|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_miscellaneous_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-miscellaneous|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_moral_disputes_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-moral_disputes|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_moral_scenarios_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_nutrition_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-nutrition|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_philosophy_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-philosophy|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_prehistory_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-prehistory|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_professional_accounting_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-professional_accounting|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_professional_law_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-professional_law|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_professional_medicine_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-professional_medicine|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_professional_psychology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-professional_psychology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_public_relations_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-public_relations|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_security_studies_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-security_studies|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_sociology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-sociology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_us_foreign_policy_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_virology_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-virology|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_hendrycksTest_world_religions_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|hendrycksTest-world_religions|5_2023-11-09T14-21-27.933712.parquet' - config_name: harness_truthfulqa_mc_0 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|truthfulqa:mc|0_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|truthfulqa:mc|0_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|truthfulqa:mc|0_2023-11-09T14-21-27.933712.parquet' - config_name: harness_winogrande_5 data_files: - split: 2023_11_09T14_13_23.628272 path: - '**/details_harness|winogrande|5_2023-11-09T14-13-23.628272.parquet' - split: 2023_11_09T14_21_27.933712 path: - '**/details_harness|winogrande|5_2023-11-09T14-21-27.933712.parquet' - split: latest path: - '**/details_harness|winogrande|5_2023-11-09T14-21-27.933712.parquet' - config_name: results data_files: - split: 2023_11_09T14_13_23.628272 path: - results_2023-11-09T14-13-23.628272.parquet - split: 2023_11_09T14_21_27.933712 path: - results_2023-11-09T14-21-27.933712.parquet - split: latest path: - results_2023-11-09T14-21-27.933712.parquet --- # Dataset Card for Evaluation run of Weyaxi/Dolphin2.1-OpenOrca-7B ## Dataset Description - **Homepage:** - **Repository:** https://huggingface.co/Weyaxi/Dolphin2.1-OpenOrca-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 [Weyaxi/Dolphin2.1-OpenOrca-7B](https://huggingface.co/Weyaxi/Dolphin2.1-OpenOrca-7B) on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard). The dataset is composed of 64 configuration, each one coresponding to one of the evaluated task. The dataset has been created from 2 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 aggregated 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_Weyaxi__Dolphin2.1-OpenOrca-7B_public", "harness_winogrande_5", split="train") ``` ## Latest results These are the [latest results from run 2023-11-09T14:21:27.933712](https://huggingface.co/datasets/open-llm-leaderboard/details_Weyaxi__Dolphin2.1-OpenOrca-7B_public/blob/main/results_2023-11-09T14-21-27.933712.json)(note that their might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval): ```python { "all": { "acc": 0.6224567348896717, "acc_stderr": 0.032466479047476085, "acc_norm": 0.6308724361156662, "acc_norm_stderr": 0.033159611933737225, "mc1": 0.36107711138310894, "mc1_stderr": 0.016814312844836886, "mc2": 0.538254375639854, "mc2_stderr": 0.015244755693358225, "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753155, "f1": 0.08151740771812048, "f1_stderr": 0.0016591952257614033 }, "harness|arc:challenge|25": { "acc": 0.6083617747440273, "acc_stderr": 0.01426412212493821, "acc_norm": 0.6416382252559727, "acc_norm_stderr": 0.014012883334859857 }, "harness|hellaswag|10": { "acc": 0.650368452499502, "acc_stderr": 0.004758790172436687, "acc_norm": 0.8424616610237005, "acc_norm_stderr": 0.0036356303524759065 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.32, "acc_stderr": 0.046882617226215034, "acc_norm": 0.32, "acc_norm_stderr": 0.046882617226215034 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.6, "acc_stderr": 0.04232073695151589, "acc_norm": 0.6, "acc_norm_stderr": 0.04232073695151589 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.6710526315789473, "acc_stderr": 0.03823428969926605, "acc_norm": 0.6710526315789473, "acc_norm_stderr": 0.03823428969926605 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.59, "acc_stderr": 0.04943110704237102, "acc_norm": 0.59, "acc_norm_stderr": 0.04943110704237102 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.6981132075471698, "acc_stderr": 0.02825420034443866, "acc_norm": 0.6981132075471698, "acc_norm_stderr": 0.02825420034443866 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.7222222222222222, "acc_stderr": 0.037455547914624555, "acc_norm": 0.7222222222222222, "acc_norm_stderr": 0.037455547914624555 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.48, "acc_stderr": 0.050211673156867795, "acc_norm": 0.48, "acc_norm_stderr": 0.050211673156867795 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.54, "acc_stderr": 0.05009082659620333, "acc_norm": 0.54, "acc_norm_stderr": 0.05009082659620333 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.5953757225433526, "acc_stderr": 0.03742461193887248, "acc_norm": 0.5953757225433526, "acc_norm_stderr": 0.03742461193887248 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.3333333333333333, "acc_stderr": 0.04690650298201943, "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.04690650298201943 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.79, "acc_stderr": 0.040936018074033256, "acc_norm": 0.79, "acc_norm_stderr": 0.040936018074033256 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.5531914893617021, "acc_stderr": 0.0325005368436584, "acc_norm": 0.5531914893617021, "acc_norm_stderr": 0.0325005368436584 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.4298245614035088, "acc_stderr": 0.04657047260594963, "acc_norm": 0.4298245614035088, "acc_norm_stderr": 0.04657047260594963 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.5793103448275863, "acc_stderr": 0.0411391498118926, "acc_norm": 0.5793103448275863, "acc_norm_stderr": 0.0411391498118926 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.3968253968253968, "acc_stderr": 0.025197101074246487, "acc_norm": 0.3968253968253968, "acc_norm_stderr": 0.025197101074246487 }, "harness|hendrycksTest-formal_logic|5": { "acc": 0.42063492063492064, "acc_stderr": 0.04415438226743744, "acc_norm": 0.42063492063492064, "acc_norm_stderr": 0.04415438226743744 }, "harness|hendrycksTest-global_facts|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|hendrycksTest-high_school_biology|5": { "acc": 0.7645161290322581, "acc_stderr": 0.02413763242933771, "acc_norm": 0.7645161290322581, "acc_norm_stderr": 0.02413763242933771 }, "harness|hendrycksTest-high_school_chemistry|5": { "acc": 0.5024630541871922, "acc_stderr": 0.03517945038691063, "acc_norm": 0.5024630541871922, "acc_norm_stderr": 0.03517945038691063 }, "harness|hendrycksTest-high_school_computer_science|5": { "acc": 0.69, "acc_stderr": 0.04648231987117316, "acc_norm": 0.69, "acc_norm_stderr": 0.04648231987117316 }, "harness|hendrycksTest-high_school_european_history|5": { "acc": 0.7515151515151515, "acc_stderr": 0.03374402644139403, "acc_norm": 0.7515151515151515, "acc_norm_stderr": 0.03374402644139403 }, "harness|hendrycksTest-high_school_geography|5": { "acc": 0.7727272727272727, "acc_stderr": 0.029857515673386414, "acc_norm": 0.7727272727272727, "acc_norm_stderr": 0.029857515673386414 }, "harness|hendrycksTest-high_school_government_and_politics|5": { "acc": 0.8652849740932642, "acc_stderr": 0.02463978909770944, "acc_norm": 0.8652849740932642, "acc_norm_stderr": 0.02463978909770944 }, "harness|hendrycksTest-high_school_macroeconomics|5": { "acc": 0.6333333333333333, "acc_stderr": 0.02443301646605246, "acc_norm": 0.6333333333333333, "acc_norm_stderr": 0.02443301646605246 }, "harness|hendrycksTest-high_school_mathematics|5": { "acc": 0.32592592592592595, "acc_stderr": 0.02857834836547308, "acc_norm": 0.32592592592592595, "acc_norm_stderr": 0.02857834836547308 }, "harness|hendrycksTest-high_school_microeconomics|5": { "acc": 0.6596638655462185, "acc_stderr": 0.03077805742293167, "acc_norm": 0.6596638655462185, "acc_norm_stderr": 0.03077805742293167 }, "harness|hendrycksTest-high_school_physics|5": { "acc": 0.3509933774834437, "acc_stderr": 0.03896981964257375, "acc_norm": 0.3509933774834437, "acc_norm_stderr": 0.03896981964257375 }, "harness|hendrycksTest-high_school_psychology|5": { "acc": 0.8128440366972477, "acc_stderr": 0.016722684526200148, "acc_norm": 0.8128440366972477, "acc_norm_stderr": 0.016722684526200148 }, "harness|hendrycksTest-high_school_statistics|5": { "acc": 0.49074074074074076, "acc_stderr": 0.034093869469927006, "acc_norm": 0.49074074074074076, "acc_norm_stderr": 0.034093869469927006 }, "harness|hendrycksTest-high_school_us_history|5": { "acc": 0.7990196078431373, "acc_stderr": 0.02812597226565437, "acc_norm": 0.7990196078431373, "acc_norm_stderr": 0.02812597226565437 }, "harness|hendrycksTest-high_school_world_history|5": { "acc": 0.7974683544303798, "acc_stderr": 0.026160568246601436, "acc_norm": 0.7974683544303798, "acc_norm_stderr": 0.026160568246601436 }, "harness|hendrycksTest-human_aging|5": { "acc": 0.6681614349775785, "acc_stderr": 0.03160295143776679, "acc_norm": 0.6681614349775785, "acc_norm_stderr": 0.03160295143776679 }, "harness|hendrycksTest-human_sexuality|5": { "acc": 0.7709923664122137, "acc_stderr": 0.036853466317118506, "acc_norm": 0.7709923664122137, "acc_norm_stderr": 0.036853466317118506 }, "harness|hendrycksTest-international_law|5": { "acc": 0.7768595041322314, "acc_stderr": 0.03800754475228733, "acc_norm": 0.7768595041322314, "acc_norm_stderr": 0.03800754475228733 }, "harness|hendrycksTest-jurisprudence|5": { "acc": 0.7592592592592593, "acc_stderr": 0.04133119440243838, "acc_norm": 0.7592592592592593, "acc_norm_stderr": 0.04133119440243838 }, "harness|hendrycksTest-logical_fallacies|5": { "acc": 0.7423312883435583, "acc_stderr": 0.03436150827846917, "acc_norm": 0.7423312883435583, "acc_norm_stderr": 0.03436150827846917 }, "harness|hendrycksTest-machine_learning|5": { "acc": 0.4642857142857143, "acc_stderr": 0.04733667890053756, "acc_norm": 0.4642857142857143, "acc_norm_stderr": 0.04733667890053756 }, "harness|hendrycksTest-management|5": { "acc": 0.8058252427184466, "acc_stderr": 0.039166677628225836, "acc_norm": 0.8058252427184466, "acc_norm_stderr": 0.039166677628225836 }, "harness|hendrycksTest-marketing|5": { "acc": 0.8675213675213675, "acc_stderr": 0.02220930907316561, "acc_norm": 0.8675213675213675, "acc_norm_stderr": 0.02220930907316561 }, "harness|hendrycksTest-medical_genetics|5": { "acc": 0.72, "acc_stderr": 0.04512608598542128, "acc_norm": 0.72, "acc_norm_stderr": 0.04512608598542128 }, "harness|hendrycksTest-miscellaneous|5": { "acc": 0.8058748403575989, "acc_stderr": 0.014143970276657567, "acc_norm": 0.8058748403575989, "acc_norm_stderr": 0.014143970276657567 }, "harness|hendrycksTest-moral_disputes|5": { "acc": 0.7109826589595376, "acc_stderr": 0.024405173935783234, "acc_norm": 0.7109826589595376, "acc_norm_stderr": 0.024405173935783234 }, "harness|hendrycksTest-moral_scenarios|5": { "acc": 0.3340782122905028, "acc_stderr": 0.015774911422381625, "acc_norm": 0.3340782122905028, "acc_norm_stderr": 0.015774911422381625 }, "harness|hendrycksTest-nutrition|5": { "acc": 0.6993464052287581, "acc_stderr": 0.026256053835718964, "acc_norm": 0.6993464052287581, "acc_norm_stderr": 0.026256053835718964 }, "harness|hendrycksTest-philosophy|5": { "acc": 0.684887459807074, "acc_stderr": 0.02638527370346449, "acc_norm": 0.684887459807074, "acc_norm_stderr": 0.02638527370346449 }, "harness|hendrycksTest-prehistory|5": { "acc": 0.7191358024691358, "acc_stderr": 0.02500646975579921, "acc_norm": 0.7191358024691358, "acc_norm_stderr": 0.02500646975579921 }, "harness|hendrycksTest-professional_accounting|5": { "acc": 0.44680851063829785, "acc_stderr": 0.029658235097666904, "acc_norm": 0.44680851063829785, "acc_norm_stderr": 0.029658235097666904 }, "harness|hendrycksTest-professional_law|5": { "acc": 0.4621903520208605, "acc_stderr": 0.012733671880342507, "acc_norm": 0.4621903520208605, "acc_norm_stderr": 0.012733671880342507 }, "harness|hendrycksTest-professional_medicine|5": { "acc": 0.6176470588235294, "acc_stderr": 0.029520095697687765, "acc_norm": 0.6176470588235294, "acc_norm_stderr": 0.029520095697687765 }, "harness|hendrycksTest-professional_psychology|5": { "acc": 0.6470588235294118, "acc_stderr": 0.01933314202079716, "acc_norm": 0.6470588235294118, "acc_norm_stderr": 0.01933314202079716 }, "harness|hendrycksTest-public_relations|5": { "acc": 0.6727272727272727, "acc_stderr": 0.0449429086625209, "acc_norm": 0.6727272727272727, "acc_norm_stderr": 0.0449429086625209 }, "harness|hendrycksTest-security_studies|5": { "acc": 0.7183673469387755, "acc_stderr": 0.028795185574291296, "acc_norm": 0.7183673469387755, "acc_norm_stderr": 0.028795185574291296 }, "harness|hendrycksTest-sociology|5": { "acc": 0.845771144278607, "acc_stderr": 0.025538433368578337, "acc_norm": 0.845771144278607, "acc_norm_stderr": 0.025538433368578337 }, "harness|hendrycksTest-us_foreign_policy|5": { "acc": 0.83, "acc_stderr": 0.0377525168068637, "acc_norm": 0.83, "acc_norm_stderr": 0.0377525168068637 }, "harness|hendrycksTest-virology|5": { "acc": 0.5421686746987951, "acc_stderr": 0.0387862677100236, "acc_norm": 0.5421686746987951, "acc_norm_stderr": 0.0387862677100236 }, "harness|hendrycksTest-world_religions|5": { "acc": 0.8187134502923976, "acc_stderr": 0.029547741687640038, "acc_norm": 0.8187134502923976, "acc_norm_stderr": 0.029547741687640038 }, "harness|truthfulqa:mc|0": { "mc1": 0.36107711138310894, "mc1_stderr": 0.016814312844836886, "mc2": 0.538254375639854, "mc2_stderr": 0.015244755693358225 }, "harness|winogrande|5": { "acc": 0.77663772691397, "acc_stderr": 0.011705697565205193 }, "harness|drop|3": { "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753155, "f1": 0.08151740771812048, "f1_stderr": 0.0016591952257614033 }, "harness|gsm8k|5": { "acc": 0.19711902956785443, "acc_stderr": 0.01095802163030062 } } ``` ### Supported Tasks and Leaderboards [More Information Needed] ### 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]
原始信息汇总

数据集概述

数据集摘要

该数据集是在模型 Weyaxi/Dolphin2.1-OpenOrca-7BOpen LLM Leaderboard 上的评估运行期间自动创建的。

数据集组成

  • 数据集包含 64 个配置,每个配置对应一个评估任务。
  • 数据集从 2 次运行中创建,每次运行可以在每个配置中找到特定的分割,分割名称使用运行的时间戳。
  • "train" 分割始终指向最新的结果。
  • 一个额外的配置 "results" 存储所有运行的聚合结果,用于计算和显示 Open LLM Leaderboard 上的聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Weyaxi__Dolphin2.1-OpenOrca-7B_public", "harness_winogrande_5", split="train")

最新结果

以下是 2023-11-09T14:21:27.933712 运行的最新结果

python { "all": { "acc": 0.6224567348896717, "acc_stderr": 0.032466479047476085, "acc_norm": 0.6308724361156662, "acc_norm_stderr": 0.033159611933737225, "mc1": 0.36107711138310894, "mc1_stderr": 0.016814312844836886, "mc2": 0.538254375639854, "mc2_stderr": 0.015244755693358225, "em": 0.0030411073825503355, "em_stderr": 0.0005638896908753155, "f1": 0.08151740771812048, "f1_stderr": 0.0016591952257614033 }, "harness|arc:challenge|25": { "acc": 0.6083617747440273, "acc_stderr": 0.01426412212493821, "acc_norm": 0.6416382252559727, "acc_norm_stderr": 0.014012883334859857 }, "harness|hellaswag|10": { "acc": 0.650368452499502, "acc_stderr": 0.004758790172436687, "acc_norm": 0.8424616610237005, "acc_norm_stderr": 0.0036356303524759065 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.32, "acc_stderr": 0.046882617226215034, "acc_norm": 0.32, "acc_norm_stderr": 0.046882617226215034 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.6, "acc_stderr": 0.04232073695151589, "acc_norm": 0.6, "acc_norm_stderr": 0.04232073695151589 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.6710526315789473, "acc_stderr": 0.03823428969926605, "acc_norm": 0.6710526315789473, "acc_norm_stderr": 0.03823428969926605 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.59, "acc_stderr": 0.04943110704237102, "acc_norm": 0.59, "acc_norm_stderr": 0.04943110704237102 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.6981132075471698, "acc_stderr": 0.02825420034443866, "acc_norm": 0.6981132075471698, "acc_norm_stderr": 0.02825420034443866 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.7222222222222222, "acc_stderr": 0.037455547914624555, "acc_norm": 0.7222222222222222, "acc_norm_stderr": 0.037455547914624555 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.48, "acc_stderr": 0.050211673156867795, "acc_norm": 0.48, "acc_norm_stderr": 0.050211673156867795 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.54, "acc_stderr": 0.05009082659620333, "acc_norm": 0.54, "acc_norm_stderr": 0.05009082659620333 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.5953757225433526, "acc_stderr": 0.03742461193887248, "acc_norm": 0.5953757225433526, "acc_norm_stderr": 0.03742461193887248 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.3333333333333333, "acc_stderr": 0.04690650298201943, "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.04690650298201943 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.79, "acc_stderr": 0.040936018074033256, "acc_norm": 0.79, "acc_norm_stderr": 0.040936018074033256 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.5531914893617021, "acc_stderr": 0.0325005368436584, "acc_norm": 0.5531914893617021, "acc_norm_stderr": 0.0325005368436584 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.4298245614035088, "acc_stderr": 0.04657047260594963, "acc_norm": 0.4298245614035088, "acc_norm_stderr": 0.04657047260594963 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.5793103448275863, "acc_stderr": 0.0411391498118926, "acc_norm": 0.5793103448275863, "acc_norm_stderr": 0.0411391498118926 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.3968253968253968, "acc_stderr": 0.025197101074246487, "acc_norm": 0.3968253968253968, "acc_norm_stderr": 0.025197101074246487 }, "harness|hendrycksTest-formal_logic|5": { "acc": 0.42063492063492064, "acc_stderr": 0.04415438226743744, "acc_norm": 0.42063492063492064, "acc_norm_stderr": 0.04415438226743744 }, "harness|hendrycksTest-global_facts|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|hendrycksTest-high_school_biology|5": { "acc": 0.7645161290322581, "acc_stderr": 0.02413763242933771, "acc_norm": 0.7645161290322581, "acc_norm_stderr": 0.02413763242933771 }, "harness|hendrycksTest-high_school_chemistry|5": { "acc": 0.5024630541871922, "acc_stderr": 0.03517945038691063, "acc_norm": 0.5024630541871922, "acc_norm_stderr": 0.03517945038691063 }, "harness|hendrycksTest-high_school_computer_science|5": { "acc": 0.69, "acc_stderr": 0.04648231987117316, "acc_norm": 0.69, "acc_norm_stderr": 0.04648231987117316 }, "harness|hendrycksTest-high_school_european_history|5": { "acc": 0.7515151515151515, "acc_stderr": 0.03374402644139403, "acc_norm": 0.7515151515151515, "acc_norm_stderr": 0.03374402644139403 }, "harness|hendrycksTest-high_school_geography|5": { "acc": 0.7727272727272727, "acc_stderr": 0.029857515673386414, "acc_norm": 0.7727272727272727, "acc_norm_stderr": 0.029857515673386414 }, "harness|hendrycksTest-high_school_government_and_politics|5": { "acc": 0.8652849740932642, "acc_stderr": 0.02463978909770944, "acc_norm": 0.8652849740932642, "acc_norm_stderr": 0.02463978909770944 }, "harness|hendrycksTest-high_school_macroeconomics|5": { "acc": 0.6333333333333333, "acc_stderr": 0.02443301646605246, "acc_norm": 0.6333333333333333, "acc_norm_stderr": 0.02443301646605246 }, "harness|hendrycks

搜集汇总
数据集介绍
main_image_url
构建方式
该数据集是Open LLM Leaderboard在评估Weyaxi/Dolphin2.1-OpenOrca-7B模型时自动生成的产物。其构建过程围绕模型在64个不同评测任务上的表现展开,每个任务对应一个独立的配置项。数据集源自两次独立的评估运行,每次运行的结果以时间戳为标识,作为特定分割(split)存储于各配置中,而名为“train”的分割始终指向最新一次运行的评测数据。此外,一个名为“results”的独立配置专门用于聚合所有运行的整体指标,为排行榜上综合得分的计算与展示提供支撑。
特点
该数据集的核心特点在于其结构化的组织方式与动态更新的机制。64个配置项完整覆盖了从常识推理(如ARC、HellaSwag)到专业学科知识(如医学、法学、物理学)等多元化的评测维度,每个配置内均保留了多次评估的历史记录,使得模型性能的纵向比较成为可能。通过将最新结果自动同步至“train”分割,数据集确保了始终能够获取到模型当前最前沿的表现数据,而“results”配置则提供了全局性的性能快照,便于快速把握模型的综合能力。
使用方法
使用该数据集时,可通过Hugging Face的datasets库进行加载。用户需指定目标任务的配置名称(如"harness_winogrande_5")以及所需的分割(如"train"以获取最新结果,或使用时间戳分割访问历史记录)。例如,调用load_dataset("open-llm-leaderboard/details_Weyaxi__Dolphin2.1-OpenOrca-7B", "harness_winogrande_5", split="train")即可加载Winogrande任务的最新评估细节。这种设计使得研究者能够灵活地针对特定任务或特定运行时间点进行深入分析。
背景与挑战
背景概述
在大规模语言模型(LLM)性能评估领域,如何系统化、标准化地衡量模型在多样化任务上的表现成为关键课题。Open LLM Leaderboard由Hugging Face团队于2023年推出,旨在为社区提供一个透明、可复现的模型评测平台。该数据集记录了Weyaxi/Dolphin2.1-OpenOrca-7B模型在2023年11月9日两次运行中的评估细节,涵盖ARC挑战集、HellaSwag、MMLU(涵盖57个学科)、TruthfulQA、Winogrande、DROP及GSM8K等64项配置的评测结果。核心研究问题聚焦于如何通过多维度基准测试,揭示模型在常识推理、数学求解、阅读理解及知识问答等领域的综合能力。该数据集为LLM性能对比提供了重要参考,推动了模型评估的规范化和社区协作。
当前挑战
该数据集面临的挑战主要体现在两个层面。在领域问题层面,LLM评估的核心难题在于如何设计能够全面反映模型真实能力的基准任务,例如GSM8K数学推理任务中模型准确率仅19.7%,DROP阅读理解任务中精确匹配率低至0.3%,凸显了模型在复杂推理和精确信息提取上的显著短板。在构建过程层面,数据集需处理多任务评测结果的整合与标准化,包括64种配置的时间戳分片管理、不同运行批次间的结果一致性维护,以及parquet格式数据的高效存储与加载。此外,如何确保评测结果的可复现性、避免过拟合特定基准,并持续更新以涵盖新涌现的挑战性任务,也是长期维护中的关键难点。
常用场景
经典使用场景
该数据集专为大规模语言模型(LLM)的标准化评估而生,是Open LLM Leaderboard生态中用于记录和复现模型评测结果的核心资源。其经典使用场景在于为研究者提供一个统一、可追溯的基准测试平台,通过涵盖ARC-Challenge、HellaSwag、MMLU、TruthfulQA、Winogrande、GSM8K等多样化任务,全面衡量模型在常识推理、知识理解、数学求解及逻辑判断等多维度的能力。每个评估任务均以独立配置形式存储,并保留历次运行的时间戳分割,使得研究者能够精准回溯模型在特定时间点的表现,从而进行横向对比与纵向追踪,这是推动LLM性能透明化与可比较性的基石。
解决学术问题
该数据集系统性地解决了LLM评估中缺乏标准化与可复现性的学术难题。在自然语言处理领域,不同研究团队常采用各异的数据集与评估协议,导致模型性能难以公平比较。通过统一集成HuggingFace的评估框架与LangChain等工具,该数据集为每项任务提供细粒度的准确率、标准误差及归一化得分,消除了因评估环境差异引入的偏差。其意义在于构建了可信的学术评价参照系,使研究者能基于同一尺度诊断模型在知识密集型任务(如MMLU)或对抗性推理(如TruthfulQA)中的薄弱环节,从而推动LLM在可靠性与泛化能力上的实质性突破。
衍生相关工作
该数据集衍生了一系列推动LLM评估方法论发展的经典工作。基于其结构化评测结果,研究者构建了模型性能排行榜(Leaderboard),催生了如‘多任务泛化能力分析’、‘评估指标与人类偏好对齐研究’等方向。具体工作包括利用该数据集的细粒度分数训练代理模型以预测LLM在未见任务上的表现,以及开发自动化调优框架(如基于贝叶斯优化的超参数搜索)。此外,该数据集启发了跨模型集成方法的研究,例如通过分析同一模型在不同时间戳分割中的得分波动,诊断训练过程中的灾难性遗忘现象,进而提出增量学习策略,这些成果显著丰富了LLM评估与优化领域的理论体系。
以上内容由遇见数据集搜集并总结生成
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