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--- |
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pretty_name: Evaluation run of ddobokki/Llama-2-70b-orca-200k |
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dataset_summary: "Dataset automatically created during the evaluation run of model\ |
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\ [ddobokki/Llama-2-70b-orca-200k](https://huggingface.co/ddobokki/Llama-2-70b-orca-200k)\ |
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\ 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_ddobokki__Llama-2-70b-orca-200k\"\ |
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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 2023-08-09T20:21:28.711089\n\n```python\n\ |
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{\n \"all\": {\n \"acc\": 0.6675525003199225,\n \"acc_stderr\"\ |
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: 0.0320256356518761,\n \"acc_norm\": 0.6716808545277895,\n \"acc_norm_stderr\"\ |
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: 0.03199912887877205,\n \"mc1\": 0.408812729498164,\n \"mc1_stderr\"\ |
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: 0.01720995215164173,\n \"mc2\": 0.5618014117500216,\n \"mc2_stderr\"\ |
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: 0.015000194909320638\n },\n \"harness|arc:challenge|25\": {\n \"\ |
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acc\": 0.5989761092150171,\n \"acc_stderr\": 0.014322255790719867,\n \ |
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\ \"acc_norm\": 0.6484641638225256,\n \"acc_norm_stderr\": 0.013952413699600935\n\ |
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\ },\n \"harness|hellaswag|10\": {\n \"acc\": 0.6584345747858992,\n\ |
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\ \"acc_stderr\": 0.004732654295724444,\n \"acc_norm\": 0.8525194184425413,\n\ |
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\ \"acc_norm_stderr\": 0.0035385967737048313\n },\n \"harness|hendrycksTest-abstract_algebra|5\"\ |
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: {\n \"acc\": 0.38,\n \"acc_stderr\": 0.048783173121456316,\n \ |
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\ \"acc_norm\": 0.38,\n \"acc_norm_stderr\": 0.048783173121456316\n \ |
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\ },\n \"harness|hendrycksTest-anatomy|5\": {\n \"acc\": 0.6148148148148148,\n\ |
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\ \"acc_stderr\": 0.042039210401562783,\n \"acc_norm\": 0.6148148148148148,\n\ |
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\ \"acc_norm_stderr\": 0.042039210401562783\n },\n \"harness|hendrycksTest-astronomy|5\"\ |
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: {\n \"acc\": 0.7697368421052632,\n \"acc_stderr\": 0.03426059424403165,\n\ |
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\ \"acc_norm\": 0.7697368421052632,\n \"acc_norm_stderr\": 0.03426059424403165\n\ |
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\ },\n \"harness|hendrycksTest-business_ethics|5\": {\n \"acc\": 0.71,\n\ |
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\ \"acc_stderr\": 0.04560480215720684,\n \"acc_norm\": 0.71,\n \ |
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\ \"acc_norm_stderr\": 0.04560480215720684\n },\n \"harness|hendrycksTest-clinical_knowledge|5\"\ |
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: {\n \"acc\": 0.6981132075471698,\n \"acc_stderr\": 0.02825420034443866,\n\ |
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\ \"acc_norm\": 0.6981132075471698,\n \"acc_norm_stderr\": 0.02825420034443866\n\ |
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\ },\n \"harness|hendrycksTest-college_biology|5\": {\n \"acc\": 0.7847222222222222,\n\ |
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\ \"acc_stderr\": 0.034370793441061344,\n \"acc_norm\": 0.7847222222222222,\n\ |
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\ \"acc_norm_stderr\": 0.034370793441061344\n },\n \"harness|hendrycksTest-college_chemistry|5\"\ |
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: {\n \"acc\": 0.45,\n \"acc_stderr\": 0.04999999999999999,\n \ |
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\ \"acc_norm\": 0.45,\n \"acc_norm_stderr\": 0.04999999999999999\n \ |
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\ },\n \"harness|hendrycksTest-college_computer_science|5\": {\n \"acc\"\ |
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: 0.57,\n \"acc_stderr\": 0.04975698519562428,\n \"acc_norm\": 0.57,\n\ |
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\ \"acc_norm_stderr\": 0.04975698519562428\n },\n \"harness|hendrycksTest-college_mathematics|5\"\ |
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: {\n \"acc\": 0.36,\n \"acc_stderr\": 0.04824181513244218,\n \ |
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\ \"acc_norm\": 0.36,\n \"acc_norm_stderr\": 0.04824181513244218\n \ |
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\ },\n \"harness|hendrycksTest-college_medicine|5\": {\n \"acc\": 0.6127167630057804,\n\ |
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\ \"acc_stderr\": 0.037143259063020656,\n \"acc_norm\": 0.6127167630057804,\n\ |
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\ \"acc_norm_stderr\": 0.037143259063020656\n },\n \"harness|hendrycksTest-college_physics|5\"\ |
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: {\n \"acc\": 0.3431372549019608,\n \"acc_stderr\": 0.04724007352383888,\n\ |
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\ \"acc_norm\": 0.3431372549019608,\n \"acc_norm_stderr\": 0.04724007352383888\n\ |
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\ },\n \"harness|hendrycksTest-computer_security|5\": {\n \"acc\":\ |
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\ 0.74,\n \"acc_stderr\": 0.04408440022768078,\n \"acc_norm\": 0.74,\n\ |
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\ \"acc_norm_stderr\": 0.04408440022768078\n },\n \"harness|hendrycksTest-conceptual_physics|5\"\ |
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: {\n \"acc\": 0.6127659574468085,\n \"acc_stderr\": 0.03184389265339526,\n\ |
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\ \"acc_norm\": 0.6127659574468085,\n \"acc_norm_stderr\": 0.03184389265339526\n\ |
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\ },\n \"harness|hendrycksTest-econometrics|5\": {\n \"acc\": 0.4298245614035088,\n\ |
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\ \"acc_stderr\": 0.04657047260594962,\n \"acc_norm\": 0.4298245614035088,\n\ |
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\ \"acc_norm_stderr\": 0.04657047260594962\n },\n \"harness|hendrycksTest-electrical_engineering|5\"\ |
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: {\n \"acc\": 0.593103448275862,\n \"acc_stderr\": 0.04093793981266236,\n\ |
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\ \"acc_norm\": 0.593103448275862,\n \"acc_norm_stderr\": 0.04093793981266236\n\ |
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\ },\n \"harness|hendrycksTest-elementary_mathematics|5\": {\n \"acc\"\ |
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: 0.41534391534391535,\n \"acc_stderr\": 0.025379524910778408,\n \"\ |
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acc_norm\": 0.41534391534391535,\n \"acc_norm_stderr\": 0.025379524910778408\n\ |
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\ },\n \"harness|hendrycksTest-formal_logic|5\": {\n \"acc\": 0.4365079365079365,\n\ |
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\ \"acc_stderr\": 0.04435932892851466,\n \"acc_norm\": 0.4365079365079365,\n\ |
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\ \"acc_norm_stderr\": 0.04435932892851466\n },\n \"harness|hendrycksTest-global_facts|5\"\ |
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: {\n \"acc\": 0.43,\n \"acc_stderr\": 0.049756985195624284,\n \ |
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\ \"acc_norm\": 0.43,\n \"acc_norm_stderr\": 0.049756985195624284\n \ |
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\ },\n \"harness|hendrycksTest-high_school_biology|5\": {\n \"acc\"\ |
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: 0.8129032258064516,\n \"acc_stderr\": 0.02218571009225225,\n \"\ |
|
acc_norm\": 0.8129032258064516,\n \"acc_norm_stderr\": 0.02218571009225225\n\ |
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\ },\n \"harness|hendrycksTest-high_school_chemistry|5\": {\n \"acc\"\ |
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: 0.5123152709359606,\n \"acc_stderr\": 0.035169204442208966,\n \"\ |
|
acc_norm\": 0.5123152709359606,\n \"acc_norm_stderr\": 0.035169204442208966\n\ |
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\ },\n \"harness|hendrycksTest-high_school_computer_science|5\": {\n \ |
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\ \"acc\": 0.72,\n \"acc_stderr\": 0.04512608598542127,\n \"acc_norm\"\ |
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: 0.72,\n \"acc_norm_stderr\": 0.04512608598542127\n },\n \"harness|hendrycksTest-high_school_european_history|5\"\ |
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: {\n \"acc\": 0.8121212121212121,\n \"acc_stderr\": 0.03050193405942914,\n\ |
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\ \"acc_norm\": 0.8121212121212121,\n \"acc_norm_stderr\": 0.03050193405942914\n\ |
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\ },\n \"harness|hendrycksTest-high_school_geography|5\": {\n \"acc\"\ |
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: 0.8636363636363636,\n \"acc_stderr\": 0.024450155973189835,\n \"\ |
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acc_norm\": 0.8636363636363636,\n \"acc_norm_stderr\": 0.024450155973189835\n\ |
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\ },\n \"harness|hendrycksTest-high_school_government_and_politics|5\": {\n\ |
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\ \"acc\": 0.9067357512953368,\n \"acc_stderr\": 0.0209868545932897,\n\ |
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\ \"acc_norm\": 0.9067357512953368,\n \"acc_norm_stderr\": 0.0209868545932897\n\ |
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\ },\n \"harness|hendrycksTest-high_school_macroeconomics|5\": {\n \ |
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\ \"acc\": 0.6820512820512821,\n \"acc_stderr\": 0.02361088430892786,\n \ |
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\ \"acc_norm\": 0.6820512820512821,\n \"acc_norm_stderr\": 0.02361088430892786\n\ |
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\ },\n \"harness|hendrycksTest-high_school_mathematics|5\": {\n \"\ |
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acc\": 0.35555555555555557,\n \"acc_stderr\": 0.02918571494985741,\n \ |
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\ \"acc_norm\": 0.35555555555555557,\n \"acc_norm_stderr\": 0.02918571494985741\n\ |
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\ },\n \"harness|hendrycksTest-high_school_microeconomics|5\": {\n \ |
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\ \"acc\": 0.7142857142857143,\n \"acc_stderr\": 0.029344572500634335,\n\ |
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\ \"acc_norm\": 0.7142857142857143,\n \"acc_norm_stderr\": 0.029344572500634335\n\ |
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\ },\n \"harness|hendrycksTest-high_school_physics|5\": {\n \"acc\"\ |
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: 0.40397350993377484,\n \"acc_stderr\": 0.04006485685365343,\n \"\ |
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acc_norm\": 0.40397350993377484,\n \"acc_norm_stderr\": 0.04006485685365343\n\ |
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\ },\n \"harness|hendrycksTest-high_school_psychology|5\": {\n \"acc\"\ |
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: 0.8568807339449541,\n \"acc_stderr\": 0.015014462497168585,\n \"\ |
|
acc_norm\": 0.8568807339449541,\n \"acc_norm_stderr\": 0.015014462497168585\n\ |
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\ },\n \"harness|hendrycksTest-high_school_statistics|5\": {\n \"acc\"\ |
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: 0.5416666666666666,\n \"acc_stderr\": 0.03398110890294636,\n \"\ |
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acc_norm\": 0.5416666666666666,\n \"acc_norm_stderr\": 0.03398110890294636\n\ |
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\ },\n \"harness|hendrycksTest-high_school_us_history|5\": {\n \"acc\"\ |
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: 0.8725490196078431,\n \"acc_stderr\": 0.023405530480846315,\n \"\ |
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acc_norm\": 0.8725490196078431,\n \"acc_norm_stderr\": 0.023405530480846315\n\ |
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\ },\n \"harness|hendrycksTest-high_school_world_history|5\": {\n \"\ |
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acc\": 0.8523206751054853,\n \"acc_stderr\": 0.0230943295825957,\n \ |
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\ \"acc_norm\": 0.8523206751054853,\n \"acc_norm_stderr\": 0.0230943295825957\n\ |
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\ },\n \"harness|hendrycksTest-human_aging|5\": {\n \"acc\": 0.7488789237668162,\n\ |
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\ \"acc_stderr\": 0.02910522083322462,\n \"acc_norm\": 0.7488789237668162,\n\ |
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\ \"acc_norm_stderr\": 0.02910522083322462\n },\n \"harness|hendrycksTest-human_sexuality|5\"\ |
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: {\n \"acc\": 0.7938931297709924,\n \"acc_stderr\": 0.03547771004159465,\n\ |
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\ \"acc_norm\": 0.7938931297709924,\n \"acc_norm_stderr\": 0.03547771004159465\n\ |
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\ },\n \"harness|hendrycksTest-international_law|5\": {\n \"acc\":\ |
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\ 0.8760330578512396,\n \"acc_stderr\": 0.030083098716035206,\n \"\ |
|
acc_norm\": 0.8760330578512396,\n \"acc_norm_stderr\": 0.030083098716035206\n\ |
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\ },\n \"harness|hendrycksTest-jurisprudence|5\": {\n \"acc\": 0.8333333333333334,\n\ |
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\ \"acc_stderr\": 0.036028141763926456,\n \"acc_norm\": 0.8333333333333334,\n\ |
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\ \"acc_norm_stderr\": 0.036028141763926456\n },\n \"harness|hendrycksTest-logical_fallacies|5\"\ |
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: {\n \"acc\": 0.7852760736196319,\n \"acc_stderr\": 0.03226219377286775,\n\ |
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\ \"acc_norm\": 0.7852760736196319,\n \"acc_norm_stderr\": 0.03226219377286775\n\ |
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\ },\n \"harness|hendrycksTest-machine_learning|5\": {\n \"acc\": 0.4732142857142857,\n\ |
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\ \"acc_stderr\": 0.047389751192741546,\n \"acc_norm\": 0.4732142857142857,\n\ |
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\ \"acc_norm_stderr\": 0.047389751192741546\n },\n \"harness|hendrycksTest-management|5\"\ |
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: {\n \"acc\": 0.8155339805825242,\n \"acc_stderr\": 0.03840423627288276,\n\ |
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\ \"acc_norm\": 0.8155339805825242,\n \"acc_norm_stderr\": 0.03840423627288276\n\ |
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\ },\n \"harness|hendrycksTest-marketing|5\": {\n \"acc\": 0.9017094017094017,\n\ |
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\ \"acc_stderr\": 0.019503444900757567,\n \"acc_norm\": 0.9017094017094017,\n\ |
|
\ \"acc_norm_stderr\": 0.019503444900757567\n },\n \"harness|hendrycksTest-medical_genetics|5\"\ |
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: {\n \"acc\": 0.72,\n \"acc_stderr\": 0.04512608598542128,\n \ |
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\ \"acc_norm\": 0.72,\n \"acc_norm_stderr\": 0.04512608598542128\n \ |
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\ },\n \"harness|hendrycksTest-miscellaneous|5\": {\n \"acc\": 0.859514687100894,\n\ |
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\ \"acc_stderr\": 0.012426211353093438,\n \"acc_norm\": 0.859514687100894,\n\ |
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\ \"acc_norm_stderr\": 0.012426211353093438\n },\n \"harness|hendrycksTest-moral_disputes|5\"\ |
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: {\n \"acc\": 0.7745664739884393,\n \"acc_stderr\": 0.022497230190967558,\n\ |
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\ \"acc_norm\": 0.7745664739884393,\n \"acc_norm_stderr\": 0.022497230190967558\n\ |
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\ },\n \"harness|hendrycksTest-moral_scenarios|5\": {\n \"acc\": 0.5363128491620112,\n\ |
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\ \"acc_stderr\": 0.016678341894533162,\n \"acc_norm\": 0.5363128491620112,\n\ |
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\ \"acc_norm_stderr\": 0.016678341894533162\n },\n \"harness|hendrycksTest-nutrition|5\"\ |
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: {\n \"acc\": 0.6895424836601307,\n \"acc_stderr\": 0.026493033225145898,\n\ |
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\ \"acc_norm\": 0.6895424836601307,\n \"acc_norm_stderr\": 0.026493033225145898\n\ |
|
\ },\n \"harness|hendrycksTest-philosophy|5\": {\n \"acc\": 0.7395498392282959,\n\ |
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\ \"acc_stderr\": 0.02492672322484554,\n \"acc_norm\": 0.7395498392282959,\n\ |
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\ \"acc_norm_stderr\": 0.02492672322484554\n },\n \"harness|hendrycksTest-prehistory|5\"\ |
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: {\n \"acc\": 0.7685185185185185,\n \"acc_stderr\": 0.023468429832451152,\n\ |
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\ \"acc_norm\": 0.7685185185185185,\n \"acc_norm_stderr\": 0.023468429832451152\n\ |
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\ },\n \"harness|hendrycksTest-professional_accounting|5\": {\n \"\ |
|
acc\": 0.48936170212765956,\n \"acc_stderr\": 0.029820747191422473,\n \ |
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\ \"acc_norm\": 0.48936170212765956,\n \"acc_norm_stderr\": 0.029820747191422473\n\ |
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\ },\n \"harness|hendrycksTest-professional_law|5\": {\n \"acc\": 0.5084745762711864,\n\ |
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\ \"acc_stderr\": 0.012768401697269048,\n \"acc_norm\": 0.5084745762711864,\n\ |
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\ \"acc_norm_stderr\": 0.012768401697269048\n },\n \"harness|hendrycksTest-professional_medicine|5\"\ |
|
: {\n \"acc\": 0.6838235294117647,\n \"acc_stderr\": 0.02824568739146292,\n\ |
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\ \"acc_norm\": 0.6838235294117647,\n \"acc_norm_stderr\": 0.02824568739146292\n\ |
|
\ },\n \"harness|hendrycksTest-professional_psychology|5\": {\n \"\ |
|
acc\": 0.7075163398692811,\n \"acc_stderr\": 0.018403415710109793,\n \ |
|
\ \"acc_norm\": 0.7075163398692811,\n \"acc_norm_stderr\": 0.018403415710109793\n\ |
|
\ },\n \"harness|hendrycksTest-public_relations|5\": {\n \"acc\": 0.7363636363636363,\n\ |
|
\ \"acc_stderr\": 0.04220224692971987,\n \"acc_norm\": 0.7363636363636363,\n\ |
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\ \"acc_norm_stderr\": 0.04220224692971987\n },\n \"harness|hendrycksTest-security_studies|5\"\ |
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: {\n \"acc\": 0.763265306122449,\n \"acc_stderr\": 0.027212835884073153,\n\ |
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\ \"acc_norm\": 0.763265306122449,\n \"acc_norm_stderr\": 0.027212835884073153\n\ |
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\ },\n \"harness|hendrycksTest-sociology|5\": {\n \"acc\": 0.8557213930348259,\n\ |
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\ \"acc_stderr\": 0.024845753212306042,\n \"acc_norm\": 0.8557213930348259,\n\ |
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\ \"acc_norm_stderr\": 0.024845753212306042\n },\n \"harness|hendrycksTest-us_foreign_policy|5\"\ |
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: {\n \"acc\": 0.85,\n \"acc_stderr\": 0.035887028128263686,\n \ |
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\ \"acc_norm\": 0.85,\n \"acc_norm_stderr\": 0.035887028128263686\n \ |
|
\ },\n \"harness|hendrycksTest-virology|5\": {\n \"acc\": 0.5120481927710844,\n\ |
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\ \"acc_stderr\": 0.03891364495835817,\n \"acc_norm\": 0.5120481927710844,\n\ |
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\ \"acc_norm_stderr\": 0.03891364495835817\n },\n \"harness|hendrycksTest-world_religions|5\"\ |
|
: {\n \"acc\": 0.847953216374269,\n \"acc_stderr\": 0.027539122889061445,\n\ |
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\ \"acc_norm\": 0.847953216374269,\n \"acc_norm_stderr\": 0.027539122889061445\n\ |
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\ },\n \"harness|truthfulqa:mc|0\": {\n \"mc1\": 0.408812729498164,\n\ |
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\ \"mc1_stderr\": 0.01720995215164173,\n \"mc2\": 0.5618014117500216,\n\ |
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\ \"mc2_stderr\": 0.015000194909320638\n }\n}\n```" |
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repo_url: https://huggingface.co/ddobokki/Llama-2-70b-orca-200k |
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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_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hellaswag_10 |
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data_files: '**/details_harness|hellaswag|10_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_abstract_algebra_5 |
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data_files: '**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_anatomy_5 |
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data_files: '**/details_harness|hendrycksTest-anatomy|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_astronomy_5 |
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data_files: '**/details_harness|hendrycksTest-astronomy|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_business_ethics_5 |
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data_files: '**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_clinical_knowledge_5 |
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data_files: '**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_college_biology_5 |
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data_files: '**/details_harness|hendrycksTest-college_biology|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_college_chemistry_5 |
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data_files: '**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T20:21:28.711089.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_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_college_mathematics_5 |
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data_files: '**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_college_medicine_5 |
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data_files: '**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_college_physics_5 |
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data_files: '**/details_harness|hendrycksTest-college_physics|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_computer_security_5 |
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data_files: '**/details_harness|hendrycksTest-computer_security|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_conceptual_physics_5 |
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data_files: '**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T20:21:28.711089.parquet' |
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- config_name: harness_hendrycksTest_econometrics_5 |
|
data_files: '**/details_harness|hendrycksTest-econometrics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_electrical_engineering_5 |
|
data_files: '**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_elementary_mathematics_5 |
|
data_files: '**/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_formal_logic_5 |
|
data_files: '**/details_harness|hendrycksTest-formal_logic|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_global_facts_5 |
|
data_files: '**/details_harness|hendrycksTest-global_facts|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_biology_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_chemistry_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_computer_science_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_european_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_geography_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_government_and_politics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_macroeconomics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_mathematics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_microeconomics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_physics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_psychology_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_statistics_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_us_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_high_school_world_history_5 |
|
data_files: '**/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_human_aging_5 |
|
data_files: '**/details_harness|hendrycksTest-human_aging|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_human_sexuality_5 |
|
data_files: '**/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_international_law_5 |
|
data_files: '**/details_harness|hendrycksTest-international_law|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_jurisprudence_5 |
|
data_files: '**/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_logical_fallacies_5 |
|
data_files: '**/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_machine_learning_5 |
|
data_files: '**/details_harness|hendrycksTest-machine_learning|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_management_5 |
|
data_files: '**/details_harness|hendrycksTest-management|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_marketing_5 |
|
data_files: '**/details_harness|hendrycksTest-marketing|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_medical_genetics_5 |
|
data_files: '**/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_miscellaneous_5 |
|
data_files: '**/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_moral_disputes_5 |
|
data_files: '**/details_harness|hendrycksTest-moral_disputes|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_moral_scenarios_5 |
|
data_files: '**/details_harness|hendrycksTest-moral_scenarios|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_nutrition_5 |
|
data_files: '**/details_harness|hendrycksTest-nutrition|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_philosophy_5 |
|
data_files: '**/details_harness|hendrycksTest-philosophy|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_prehistory_5 |
|
data_files: '**/details_harness|hendrycksTest-prehistory|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_professional_accounting_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_accounting|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_professional_law_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_law|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_professional_medicine_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_medicine|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_professional_psychology_5 |
|
data_files: '**/details_harness|hendrycksTest-professional_psychology|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_public_relations_5 |
|
data_files: '**/details_harness|hendrycksTest-public_relations|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_security_studies_5 |
|
data_files: '**/details_harness|hendrycksTest-security_studies|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_sociology_5 |
|
data_files: '**/details_harness|hendrycksTest-sociology|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_us_foreign_policy_5 |
|
data_files: '**/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_virology_5 |
|
data_files: '**/details_harness|hendrycksTest-virology|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_hendrycksTest_world_religions_5 |
|
data_files: '**/details_harness|hendrycksTest-world_religions|5_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: harness_truthfulqa_mc_0 |
|
data_files: '**/details_harness|truthfulqa:mc|0_2023-08-09T20:21:28.711089.parquet' |
|
- config_name: results |
|
data_files: '**/results_2023-08-09T20:21:28.711089.json' |
|
--- |
|
|
|
# Dataset Card for Evaluation run of ddobokki/Llama-2-70b-orca-200k |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** |
|
- **Repository:** https://huggingface.co/ddobokki/Llama-2-70b-orca-200k |
|
- **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 [ddobokki/Llama-2-70b-orca-200k](https://huggingface.co/ddobokki/Llama-2-70b-orca-200k) 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_ddobokki__Llama-2-70b-orca-200k", |
|
"harness_truthfulqa_mc_0", |
|
split="train") |
|
``` |
|
|
|
## Latest results |
|
|
|
These are the latest results from run 2023-08-09T20:21:28.711089 |
|
|
|
```python |
|
{ |
|
"all": { |
|
"acc": 0.6675525003199225, |
|
"acc_stderr": 0.0320256356518761, |
|
"acc_norm": 0.6716808545277895, |
|
"acc_norm_stderr": 0.03199912887877205, |
|
"mc1": 0.408812729498164, |
|
"mc1_stderr": 0.01720995215164173, |
|
"mc2": 0.5618014117500216, |
|
"mc2_stderr": 0.015000194909320638 |
|
}, |
|
"harness|arc:challenge|25": { |
|
"acc": 0.5989761092150171, |
|
"acc_stderr": 0.014322255790719867, |
|
"acc_norm": 0.6484641638225256, |
|
"acc_norm_stderr": 0.013952413699600935 |
|
}, |
|
"harness|hellaswag|10": { |
|
"acc": 0.6584345747858992, |
|
"acc_stderr": 0.004732654295724444, |
|
"acc_norm": 0.8525194184425413, |
|
"acc_norm_stderr": 0.0035385967737048313 |
|
}, |
|
"harness|hendrycksTest-abstract_algebra|5": { |
|
"acc": 0.38, |
|
"acc_stderr": 0.048783173121456316, |
|
"acc_norm": 0.38, |
|
"acc_norm_stderr": 0.048783173121456316 |
|
}, |
|
"harness|hendrycksTest-anatomy|5": { |
|
"acc": 0.6148148148148148, |
|
"acc_stderr": 0.042039210401562783, |
|
"acc_norm": 0.6148148148148148, |
|
"acc_norm_stderr": 0.042039210401562783 |
|
}, |
|
"harness|hendrycksTest-astronomy|5": { |
|
"acc": 0.7697368421052632, |
|
"acc_stderr": 0.03426059424403165, |
|
"acc_norm": 0.7697368421052632, |
|
"acc_norm_stderr": 0.03426059424403165 |
|
}, |
|
"harness|hendrycksTest-business_ethics|5": { |
|
"acc": 0.71, |
|
"acc_stderr": 0.04560480215720684, |
|
"acc_norm": 0.71, |
|
"acc_norm_stderr": 0.04560480215720684 |
|
}, |
|
"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": 0.7847222222222222, |
|
"acc_stderr": 0.034370793441061344, |
|
"acc_norm": 0.7847222222222222, |
|
"acc_norm_stderr": 0.034370793441061344 |
|
}, |
|
"harness|hendrycksTest-college_chemistry|5": { |
|
"acc": 0.45, |
|
"acc_stderr": 0.04999999999999999, |
|
"acc_norm": 0.45, |
|
"acc_norm_stderr": 0.04999999999999999 |
|
}, |
|
"harness|hendrycksTest-college_computer_science|5": { |
|
"acc": 0.57, |
|
"acc_stderr": 0.04975698519562428, |
|
"acc_norm": 0.57, |
|
"acc_norm_stderr": 0.04975698519562428 |
|
}, |
|
"harness|hendrycksTest-college_mathematics|5": { |
|
"acc": 0.36, |
|
"acc_stderr": 0.04824181513244218, |
|
"acc_norm": 0.36, |
|
"acc_norm_stderr": 0.04824181513244218 |
|
}, |
|
"harness|hendrycksTest-college_medicine|5": { |
|
"acc": 0.6127167630057804, |
|
"acc_stderr": 0.037143259063020656, |
|
"acc_norm": 0.6127167630057804, |
|
"acc_norm_stderr": 0.037143259063020656 |
|
}, |
|
"harness|hendrycksTest-college_physics|5": { |
|
"acc": 0.3431372549019608, |
|
"acc_stderr": 0.04724007352383888, |
|
"acc_norm": 0.3431372549019608, |
|
"acc_norm_stderr": 0.04724007352383888 |
|
}, |
|
"harness|hendrycksTest-computer_security|5": { |
|
"acc": 0.74, |
|
"acc_stderr": 0.04408440022768078, |
|
"acc_norm": 0.74, |
|
"acc_norm_stderr": 0.04408440022768078 |
|
}, |
|
"harness|hendrycksTest-conceptual_physics|5": { |
|
"acc": 0.6127659574468085, |
|
"acc_stderr": 0.03184389265339526, |
|
"acc_norm": 0.6127659574468085, |
|
"acc_norm_stderr": 0.03184389265339526 |
|
}, |
|
"harness|hendrycksTest-econometrics|5": { |
|
"acc": 0.4298245614035088, |
|
"acc_stderr": 0.04657047260594962, |
|
"acc_norm": 0.4298245614035088, |
|
"acc_norm_stderr": 0.04657047260594962 |
|
}, |
|
"harness|hendrycksTest-electrical_engineering|5": { |
|
"acc": 0.593103448275862, |
|
"acc_stderr": 0.04093793981266236, |
|
"acc_norm": 0.593103448275862, |
|
"acc_norm_stderr": 0.04093793981266236 |
|
}, |
|
"harness|hendrycksTest-elementary_mathematics|5": { |
|
"acc": 0.41534391534391535, |
|
"acc_stderr": 0.025379524910778408, |
|
"acc_norm": 0.41534391534391535, |
|
"acc_norm_stderr": 0.025379524910778408 |
|
}, |
|
"harness|hendrycksTest-formal_logic|5": { |
|
"acc": 0.4365079365079365, |
|
"acc_stderr": 0.04435932892851466, |
|
"acc_norm": 0.4365079365079365, |
|
"acc_norm_stderr": 0.04435932892851466 |
|
}, |
|
"harness|hendrycksTest-global_facts|5": { |
|
"acc": 0.43, |
|
"acc_stderr": 0.049756985195624284, |
|
"acc_norm": 0.43, |
|
"acc_norm_stderr": 0.049756985195624284 |
|
}, |
|
"harness|hendrycksTest-high_school_biology|5": { |
|
"acc": 0.8129032258064516, |
|
"acc_stderr": 0.02218571009225225, |
|
"acc_norm": 0.8129032258064516, |
|
"acc_norm_stderr": 0.02218571009225225 |
|
}, |
|
"harness|hendrycksTest-high_school_chemistry|5": { |
|
"acc": 0.5123152709359606, |
|
"acc_stderr": 0.035169204442208966, |
|
"acc_norm": 0.5123152709359606, |
|
"acc_norm_stderr": 0.035169204442208966 |
|
}, |
|
"harness|hendrycksTest-high_school_computer_science|5": { |
|
"acc": 0.72, |
|
"acc_stderr": 0.04512608598542127, |
|
"acc_norm": 0.72, |
|
"acc_norm_stderr": 0.04512608598542127 |
|
}, |
|
"harness|hendrycksTest-high_school_european_history|5": { |
|
"acc": 0.8121212121212121, |
|
"acc_stderr": 0.03050193405942914, |
|
"acc_norm": 0.8121212121212121, |
|
"acc_norm_stderr": 0.03050193405942914 |
|
}, |
|
"harness|hendrycksTest-high_school_geography|5": { |
|
"acc": 0.8636363636363636, |
|
"acc_stderr": 0.024450155973189835, |
|
"acc_norm": 0.8636363636363636, |
|
"acc_norm_stderr": 0.024450155973189835 |
|
}, |
|
"harness|hendrycksTest-high_school_government_and_politics|5": { |
|
"acc": 0.9067357512953368, |
|
"acc_stderr": 0.0209868545932897, |
|
"acc_norm": 0.9067357512953368, |
|
"acc_norm_stderr": 0.0209868545932897 |
|
}, |
|
"harness|hendrycksTest-high_school_macroeconomics|5": { |
|
"acc": 0.6820512820512821, |
|
"acc_stderr": 0.02361088430892786, |
|
"acc_norm": 0.6820512820512821, |
|
"acc_norm_stderr": 0.02361088430892786 |
|
}, |
|
"harness|hendrycksTest-high_school_mathematics|5": { |
|
"acc": 0.35555555555555557, |
|
"acc_stderr": 0.02918571494985741, |
|
"acc_norm": 0.35555555555555557, |
|
"acc_norm_stderr": 0.02918571494985741 |
|
}, |
|
"harness|hendrycksTest-high_school_microeconomics|5": { |
|
"acc": 0.7142857142857143, |
|
"acc_stderr": 0.029344572500634335, |
|
"acc_norm": 0.7142857142857143, |
|
"acc_norm_stderr": 0.029344572500634335 |
|
}, |
|
"harness|hendrycksTest-high_school_physics|5": { |
|
"acc": 0.40397350993377484, |
|
"acc_stderr": 0.04006485685365343, |
|
"acc_norm": 0.40397350993377484, |
|
"acc_norm_stderr": 0.04006485685365343 |
|
}, |
|
"harness|hendrycksTest-high_school_psychology|5": { |
|
"acc": 0.8568807339449541, |
|
"acc_stderr": 0.015014462497168585, |
|
"acc_norm": 0.8568807339449541, |
|
"acc_norm_stderr": 0.015014462497168585 |
|
}, |
|
"harness|hendrycksTest-high_school_statistics|5": { |
|
"acc": 0.5416666666666666, |
|
"acc_stderr": 0.03398110890294636, |
|
"acc_norm": 0.5416666666666666, |
|
"acc_norm_stderr": 0.03398110890294636 |
|
}, |
|
"harness|hendrycksTest-high_school_us_history|5": { |
|
"acc": 0.8725490196078431, |
|
"acc_stderr": 0.023405530480846315, |
|
"acc_norm": 0.8725490196078431, |
|
"acc_norm_stderr": 0.023405530480846315 |
|
}, |
|
"harness|hendrycksTest-high_school_world_history|5": { |
|
"acc": 0.8523206751054853, |
|
"acc_stderr": 0.0230943295825957, |
|
"acc_norm": 0.8523206751054853, |
|
"acc_norm_stderr": 0.0230943295825957 |
|
}, |
|
"harness|hendrycksTest-human_aging|5": { |
|
"acc": 0.7488789237668162, |
|
"acc_stderr": 0.02910522083322462, |
|
"acc_norm": 0.7488789237668162, |
|
"acc_norm_stderr": 0.02910522083322462 |
|
}, |
|
"harness|hendrycksTest-human_sexuality|5": { |
|
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"harness|hendrycksTest-jurisprudence|5": { |
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"harness|hendrycksTest-marketing|5": { |
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"harness|hendrycksTest-medical_genetics|5": { |
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"harness|hendrycksTest-miscellaneous|5": { |
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}, |
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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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|
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|
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}, |
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"harness|truthfulqa:mc|0": { |
|
"mc1": 0.408812729498164, |
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"mc2": 0.5618014117500216, |
|
"mc2_stderr": 0.015000194909320638 |
|
} |
|
} |
|
``` |
|
|
|
### 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] |