metadata
pretty_name: Evaluation run of abacusai/MM-OV-bagel-DPO-34b-c1000-250
dataset_summary: "Dataset automatically created during the evaluation run of model [abacusai/MM-OV-bagel-DPO-34b-c1000-250](https://huggingface.co/abacusai/MM-OV-bagel-DPO-34b-c1000-250) on the [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n\nThe dataset is composed of 63 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\nfrom datasets import load_dataset\ndata = load_dataset(\"open-llm-leaderboard/details_abacusai__MM-OV-bagel-DPO-34b-c1000-250\",\n\t\"harness_winogrande_5\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\nThese are the [latest results from run 2024-01-24T07:59:43.945933](https://huggingface.co/datasets/open-llm-leaderboard/details_abacusai__MM-OV-bagel-DPO-34b-c1000-250/blob/main/results_2024-01-24T07-59-43.945933.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\": 0.7597155366563035,\n \"acc_stderr\": 0.02837032363320797,\n \"acc_norm\": 0.7632345413090461,\n \"acc_norm_stderr\": 0.02891633054739416,\n \"mc1\": 0.4810281517747858,\n \"mc1_stderr\": 0.01749089640576235,\n \"mc2\": 0.6367417890283518,\n \"mc2_stderr\": 0.01475171297078638\n },\n \"harness|arc:challenge|25\": {\n \"acc\": 0.6459044368600683,\n \"acc_stderr\": 0.01397545412275656,\n \"acc_norm\": 0.681740614334471,\n \"acc_norm_stderr\": 0.013611993916971451\n },\n \"harness|hellaswag|10\": {\n \"acc\": 0.6408086038637721,\n \"acc_stderr\": 0.004787829168255652,\n \"acc_norm\": 0.8396733718382793,\n \"acc_norm_stderr\": 0.0036615885079775523\n },\n \"harness|hendrycksTest-abstract_algebra|5\": {\n \"acc\": 0.47,\n \"acc_stderr\": 0.050161355804659205,\n \"acc_norm\": 0.47,\n \"acc_norm_stderr\": 0.050161355804659205\n },\n \"harness|hendrycksTest-anatomy|5\": {\n \"acc\": 0.7481481481481481,\n \"acc_stderr\": 0.03749850709174021,\n \"acc_norm\": 0.7481481481481481,\n \"acc_norm_stderr\": 0.03749850709174021\n },\n \"harness|hendrycksTest-astronomy|5\": {\n \"acc\": 0.8881578947368421,\n \"acc_stderr\": 0.02564834125169361,\n \"acc_norm\": 0.8881578947368421,\n \"acc_norm_stderr\": 0.02564834125169361\n },\n \"harness|hendrycksTest-business_ethics|5\": {\n \"acc\": 0.77,\n \"acc_stderr\": 0.04229525846816505,\n \"acc_norm\": 0.77,\n \"acc_norm_stderr\": 0.04229525846816505\n },\n \"harness|hendrycksTest-clinical_knowledge|5\": {\n \"acc\": 0.8075471698113208,\n \"acc_stderr\": 0.024262979839372274,\n \"acc_norm\": 0.8075471698113208,\n \"acc_norm_stderr\": 0.024262979839372274\n },\n \"harness|hendrycksTest-college_biology|5\": {\n \"acc\": 0.9097222222222222,\n \"acc_stderr\": 0.023964965777906935,\n \"acc_norm\": 0.9097222222222222,\n \"acc_norm_stderr\": 0.023964965777906935\n },\n \"harness|hendrycksTest-college_chemistry|5\": {\n \"acc\": 0.51,\n \"acc_stderr\": 0.05024183937956912,\n \"acc_norm\": 0.51,\n \"acc_norm_stderr\": 0.05024183937956912\n },\n \"harness|hendrycksTest-college_computer_science|5\": {\n \"acc\": 0.6,\n \"acc_stderr\": 0.04923659639173309,\n \"acc_norm\": 0.6,\n \"acc_norm_stderr\": 0.04923659639173309\n },\n \"harness|hendrycksTest-college_mathematics|5\": {\n \"acc\": 0.39,\n \"acc_stderr\": 0.04902071300001974,\n \"acc_norm\": 0.39,\n \"acc_norm_stderr\": 0.04902071300001974\n },\n \"harness|hendrycksTest-college_medicine|5\": {\n \"acc\": 0.7398843930635838,\n \"acc_stderr\": 0.03345036916788991,\n \"acc_norm\": 0.7398843930635838,\n \"acc_norm_stderr\": 0.03345036916788991\n },\n \"harness|hendrycksTest-college_physics|5\": {\n \"acc\": 0.5392156862745098,\n \"acc_stderr\": 0.04959859966384181,\n \"acc_norm\": 0.5392156862745098,\n \"acc_norm_stderr\": 0.04959859966384181\n },\n \"harness|hendrycksTest-computer_security|5\": {\n \"acc\": 0.8,\n \"acc_stderr\": 0.04020151261036845,\n \"acc_norm\": 0.8,\n \"acc_norm_stderr\": 0.04020151261036845\n },\n \"harness|hendrycksTest-conceptual_physics|5\": {\n \"acc\": 0.7829787234042553,\n \"acc_stderr\": 0.02694748312149625,\n \"acc_norm\": 0.7829787234042553,\n \"acc_norm_stderr\": 0.02694748312149625\n },\n \"harness|hendrycksTest-econometrics|5\": {\n \"acc\": 0.5964912280701754,\n \"acc_stderr\": 0.04615186962583707,\n \"acc_norm\": 0.5964912280701754,\n \"acc_norm_stderr\": 0.04615186962583707\n },\n \"harness|hendrycksTest-electrical_engineering|5\": {\n \"acc\": 0.7517241379310344,\n \"acc_stderr\": 0.036001056927277696,\n \"acc_norm\": 0.7517241379310344,\n \"acc_norm_stderr\": 0.036001056927277696\n },\n \"harness|hendrycksTest-elementary_mathematics|5\": {\n \"acc\": 0.7407407407407407,\n \"acc_stderr\": 0.02256989707491842,\n \"acc_norm\": 0.7407407407407407,\n \"acc_norm_stderr\": 0.02256989707491842\n },\n \"harness|hendrycksTest-formal_logic|5\": {\n \"acc\": 0.5317460317460317,\n \"acc_stderr\": 0.04463112720677173,\n \"acc_norm\": 0.5317460317460317,\n \"acc_norm_stderr\": 0.04463112720677173\n },\n \"harness|hendrycksTest-global_facts|5\": {\n \"acc\": 0.58,\n \"acc_stderr\": 0.049604496374885836,\n \"acc_norm\": 0.58,\n \"acc_norm_stderr\": 0.049604496374885836\n },\n \"harness|hendrycksTest-high_school_biology|5\": {\n \"acc\": 0.9,\n \"acc_stderr\": 0.01706640371965727,\n \"acc_norm\": 0.9,\n \"acc_norm_stderr\": 0.01706640371965727\n },\n \"harness|hendrycksTest-high_school_chemistry|5\": {\n \"acc\": 0.6798029556650246,\n \"acc_stderr\": 0.03282649385304151,\n \"acc_norm\": 0.6798029556650246,\n \"acc_norm_stderr\": 0.03282649385304151\n },\n \"harness|hendrycksTest-high_school_computer_science|5\": {\n \"acc\": 0.77,\n \"acc_stderr\": 0.042295258468165044,\n \"acc_norm\": 0.77,\n \"acc_norm_stderr\": 0.042295258468165044\n },\n \"harness|hendrycksTest-high_school_european_history|5\": {\n \"acc\": 0.8484848484848485,\n \"acc_stderr\": 0.027998073798781664,\n \"acc_norm\": 0.8484848484848485,\n \"acc_norm_stderr\": 0.027998073798781664\n },\n \"harness|hendrycksTest-high_school_geography|5\": {\n \"acc\": 0.9444444444444444,\n \"acc_stderr\": 0.016319950700767374,\n \"acc_norm\": 0.9444444444444444,\n \"acc_norm_stderr\": 0.016319950700767374\n },\n \"harness|hendrycksTest-high_school_government_and_politics|5\": {\n \"acc\": 0.9637305699481865,\n \"acc_stderr\": 0.013492659751295131,\n \"acc_norm\": 0.9637305699481865,\n \"acc_norm_stderr\": 0.013492659751295131\n },\n \"harness|hendrycksTest-high_school_macroeconomics|5\": {\n \"acc\": 0.8102564102564103,\n \"acc_stderr\": 0.0198801654065888,\n \"acc_norm\": 0.8102564102564103,\n \"acc_norm_stderr\": 0.0198801654065888\n },\n \"harness|hendrycksTest-high_school_mathematics|5\": {\n \"acc\": 0.45555555555555555,\n \"acc_stderr\": 0.03036486250482443,\n \"acc_norm\": 0.45555555555555555,\n \"acc_norm_stderr\": 0.03036486250482443\n },\n \"harness|hendrycksTest-high_school_microeconomics|5\": {\n \"acc\": 0.865546218487395,\n \"acc_stderr\": 0.02215937307274444,\n \"acc_norm\": 0.865546218487395,\n \"acc_norm_stderr\": 0.02215937307274444\n },\n \"harness|hendrycksTest-high_school_physics|5\": {\n \"acc\": 0.5099337748344371,\n \"acc_stderr\": 0.04081677107248437,\n \"acc_norm\": 0.5099337748344371,\n \"acc_norm_stderr\": 0.04081677107248437\n },\n \"harness|hendrycksTest-high_school_psychology|5\": {\n \"acc\": 0.9137614678899083,\n \"acc_stderr\": 0.012035597300116245,\n \"acc_norm\": 0.9137614678899083,\n \"acc_norm_stderr\": 0.012035597300116245\n },\n \"harness|hendrycksTest-high_school_statistics|5\": {\n \"acc\": 0.6481481481481481,\n \"acc_stderr\": 0.03256850570293647,\n \"acc_norm\": 0.6481481481481481,\n \"acc_norm_stderr\": 0.03256850570293647\n },\n \"harness|hendrycksTest-high_school_us_history|5\": {\n \"acc\": 0.9068627450980392,\n \"acc_stderr\": 0.020397853969427,\n \"acc_norm\": 0.9068627450980392,\n \"acc_norm_stderr\": 0.020397853969427\n },\n \"harness|hendrycksTest-high_school_world_history|5\": {\n \"acc\": 0.9071729957805907,\n \"acc_stderr\": 0.01888975055095671,\n \"acc_norm\": 0.9071729957805907,\n \"acc_norm_stderr\": 0.01888975055095671\n },\n \"harness|hendrycksTest-human_aging|5\": {\n \"acc\": 0.8116591928251121,\n \"acc_stderr\": 0.026241132996407252,\n \"acc_norm\": 0.8116591928251121,\n \"acc_norm_stderr\": 0.026241132996407252\n },\n \"harness|hendrycksTest-human_sexuality|5\": {\n \"acc\": 0.8549618320610687,\n \"acc_stderr\": 0.030884661089515375,\n \"acc_norm\": 0.8549618320610687,\n \"acc_norm_stderr\": 0.030884661089515375\n },\n \"harness|hendrycksTest-international_law|5\": {\n \"acc\": 0.8842975206611571,\n \"acc_stderr\": 0.029199802455622804,\n \"acc_norm\": 0.8842975206611571,\n \"acc_norm_stderr\": 0.029199802455622804\n },\n \"harness|hendrycksTest-jurisprudence|5\": {\n \"acc\": 0.8888888888888888,\n \"acc_stderr\": 0.030381596756651655,\n \"acc_norm\": 0.8888888888888888,\n \"acc_norm_stderr\": 0.030381596756651655\n },\n \"harness|hendrycksTest-logical_fallacies|5\": {\n \"acc\": 0.852760736196319,\n \"acc_stderr\": 0.027839915278339653,\n \"acc_norm\": 0.852760736196319,\n \"acc_norm_stderr\": 0.027839915278339653\n },\n \"harness|hendrycksTest-machine_learning|5\": {\n \"acc\": 0.5178571428571429,\n \"acc_stderr\": 0.047427623612430116,\n \"acc_norm\": 0.5178571428571429,\n \"acc_norm_stderr\": 0.047427623612430116\n },\n \"harness|hendrycksTest-management|5\": {\n \"acc\": 0.8640776699029126,\n \"acc_stderr\": 0.0339329572976101,\n \"acc_norm\": 0.8640776699029126,\n \"acc_norm_stderr\": 0.0339329572976101\n },\n \"harness|hendrycksTest-marketing|5\": {\n \"acc\": 0.9401709401709402,\n \"acc_stderr\": 0.015537514263253858,\n \"acc_norm\": 0.9401709401709402,\n \"acc_norm_stderr\": 0.015537514263253858\n },\n \"harness|hendrycksTest-medical_genetics|5\": {\n \"acc\": 0.89,\n \"acc_stderr\": 0.03144660377352202,\n \"acc_norm\": 0.89,\n \"acc_norm_stderr\": 0.03144660377352202\n },\n \"harness|hendrycksTest-miscellaneous|5\": {\n \"acc\": 0.9106002554278416,\n \"acc_stderr\": 0.010203017847688312,\n \"acc_norm\": 0.9106002554278416,\n \"acc_norm_stderr\": 0.010203017847688312\n },\n \"harness|hendrycksTest-moral_disputes|5\": {\n \"acc\": 0.815028901734104,\n \"acc_stderr\": 0.02090397584208303,\n \"acc_norm\": 0.815028901734104,\n \"acc_norm_stderr\": 0.02090397584208303\n },\n \"harness|hendrycksTest-moral_scenarios|5\": {\n \"acc\": 0.8100558659217877,\n \"acc_stderr\": 0.013119028310492683,\n \"acc_norm\": 0.8100558659217877,\n \"acc_norm_stderr\": 0.013119028310492683\n },\n \"harness|hendrycksTest-nutrition|5\": {\n \"acc\": 0.8431372549019608,\n \"acc_stderr\": 0.020823758837580912,\n \"acc_norm\": 0.8431372549019608,\n \"acc_norm_stderr\": 0.020823758837580912\n },\n \"harness|hendrycksTest-philosophy|5\": {\n \"acc\": 0.797427652733119,\n \"acc_stderr\": 0.022827317491059686,\n \"acc_norm\": 0.797427652733119,\n \"acc_norm_stderr\": 0.022827317491059686\n },\n \"harness|hendrycksTest-prehistory|5\": {\n \"acc\": 0.8641975308641975,\n \"acc_stderr\": 0.019061588181505388,\n \"acc_norm\": 0.8641975308641975,\n \"acc_norm_stderr\": 0.019061588181505388\n },\n \"harness|hendrycksTest-professional_accounting|5\": {\n \"acc\": 0.6347517730496454,\n \"acc_stderr\": 0.02872386385328127,\n \"acc_norm\": 0.6347517730496454,\n \"acc_norm_stderr\": 0.02872386385328127\n },\n \"harness|hendrycksTest-professional_law|5\": {\n \"acc\": 0.590612777053455,\n \"acc_stderr\": 0.012558780895570755,\n \"acc_norm\": 0.590612777053455,\n \"acc_norm_stderr\": 0.012558780895570755\n },\n \"harness|hendrycksTest-professional_medicine|5\": {\n \"acc\": 0.8235294117647058,\n \"acc_stderr\": 0.023157468308559342,\n \"acc_norm\": 0.8235294117647058,\n \"acc_norm_stderr\": 0.023157468308559342\n },\n \"harness|hendrycksTest-professional_psychology|5\": {\n \"acc\": 0.815359477124183,\n \"acc_stderr\": 0.01569702924075778,\n \"acc_norm\": 0.815359477124183,\n \"acc_norm_stderr\": 0.01569702924075778\n },\n \"harness|hendrycksTest-public_relations|5\": {\n \"acc\": 0.7090909090909091,\n \"acc_stderr\": 0.04350271442923243,\n \"acc_norm\": 0.7090909090909091,\n \"acc_norm_stderr\": 0.04350271442923243\n },\n \"harness|hendrycksTest-security_studies|5\": {\n \"acc\": 0.8448979591836735,\n \"acc_stderr\": 0.0231747988612186,\n \"acc_norm\": 0.8448979591836735,\n \"acc_norm_stderr\": 0.0231747988612186\n },\n \"harness|hendrycksTest-sociology|5\": {\n \"acc\": 0.900497512437811,\n \"acc_stderr\": 0.021166216304659407,\n \"acc_norm\": 0.900497512437811,\n \"acc_norm_stderr\": 0.021166216304659407\n },\n \"harness|hendrycksTest-us_foreign_policy|5\": {\n \"acc\": 0.91,\n \"acc_stderr\": 0.02876234912646613,\n \"acc_norm\": 0.91,\n \"acc_norm_stderr\": 0.02876234912646613\n },\n \"harness|hendrycksTest-virology|5\": {\n \"acc\": 0.5783132530120482,\n \"acc_stderr\": 0.03844453181770917,\n \"acc_norm\": 0.5783132530120482,\n \"acc_norm_stderr\": 0.03844453181770917\n },\n \"harness|hendrycksTest-world_religions|5\": {\n \"acc\": 0.8771929824561403,\n \"acc_stderr\": 0.02517298435015577,\n \"acc_norm\": 0.8771929824561403,\n \"acc_norm_stderr\": 0.02517298435015577\n },\n \"harness|truthfulqa:mc|0\": {\n \"mc1\": 0.4810281517747858,\n \"mc1_stderr\": 0.01749089640576235,\n \"mc2\": 0.6367417890283518,\n \"mc2_stderr\": 0.01475171297078638\n },\n \"harness|winogrande|5\": {\n \"acc\": 0.823993685872139,\n \"acc_stderr\": 0.010703090882320705\n },\n \"harness|gsm8k|5\": {\n \"acc\": 0.7225170583775588,\n \"acc_stderr\": 0.012333447581047539\n }\n}\n```"
repo_url: https://huggingface.co/abacusai/MM-OV-bagel-DPO-34b-c1000-250
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: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|arc:challenge|25_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|arc:challenge|25_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|arc:challenge|25_2024-01-24T07-59-43.945933.parquet
- config_name: harness_gsm8k_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- '**/details_harness|gsm8k|5_2024-01-24T07-56-05.449917.parquet'
- split: 2024_01_24T07_59_43.945933
path:
- '**/details_harness|gsm8k|5_2024-01-24T07-59-43.945933.parquet'
- split: latest
path:
- '**/details_harness|gsm8k|5_2024-01-24T07-59-43.945933.parquet'
- config_name: harness_hellaswag_10
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- '**/details_harness|hellaswag|10_2024-01-24T07-56-05.449917.parquet'
- split: 2024_01_24T07_59_43.945933
path:
- '**/details_harness|hellaswag|10_2024-01-24T07-59-43.945933.parquet'
- split: latest
path:
- '**/details_harness|hellaswag|10_2024-01-24T07-59-43.945933.parquet'
- config_name: harness_hendrycksTest_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-abstract_algebra|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-anatomy|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-astronomy|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-business_ethics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-24T07-56-05.449917.parquet
- >-
**/details_harness|hendrycksTest-college_biology|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-college_chemistry|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-college_computer_science|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-college_mathematics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-college_medicine|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-college_physics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-computer_security|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-conceptual_physics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-econometrics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-electrical_engineering|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-formal_logic|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-global_facts|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_biology|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_european_history|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_geography|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_physics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_psychology|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_statistics|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_us_history|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-high_school_world_history|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-human_aging|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-human_sexuality|5_2024-01-24T07-56-05.449917.parquet
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**/details_harness|hendrycksTest-international_law|5_2024-01-24T07-56-05.449917.parquet
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- config_name: harness_hendrycksTest_philosophy_5
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path:
- >-
**/details_harness|hendrycksTest-philosophy|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-philosophy|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-philosophy|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_prehistory_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-prehistory|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-prehistory|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-prehistory|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_professional_accounting_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-professional_accounting|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-professional_accounting|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_accounting|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_professional_law_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-professional_law|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-professional_law|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_law|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_professional_medicine_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-professional_medicine|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-professional_medicine|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_medicine|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_professional_psychology_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-professional_psychology|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-professional_psychology|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_psychology|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_public_relations_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-public_relations|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-public_relations|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-public_relations|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_security_studies_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-security_studies|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-security_studies|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-security_studies|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_sociology_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-sociology|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-sociology|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-sociology|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_us_foreign_policy_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-us_foreign_policy|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-us_foreign_policy|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-us_foreign_policy|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_virology_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-virology|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-virology|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-virology|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_hendrycksTest_world_religions_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|hendrycksTest-world_religions|5_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|hendrycksTest-world_religions|5_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-world_religions|5_2024-01-24T07-59-43.945933.parquet
- config_name: harness_truthfulqa_mc_0
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- >-
**/details_harness|truthfulqa:mc|0_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- >-
**/details_harness|truthfulqa:mc|0_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- >-
**/details_harness|truthfulqa:mc|0_2024-01-24T07-59-43.945933.parquet
- config_name: harness_winogrande_5
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- '**/details_harness|winogrande|5_2024-01-24T07-56-05.449917.parquet'
- split: 2024_01_24T07_59_43.945933
path:
- '**/details_harness|winogrande|5_2024-01-24T07-59-43.945933.parquet'
- split: latest
path:
- '**/details_harness|winogrande|5_2024-01-24T07-59-43.945933.parquet'
- config_name: results
data_files:
- split: 2024_01_24T07_56_05.449917
path:
- results_2024-01-24T07-56-05.449917.parquet
- split: 2024_01_24T07_59_43.945933
path:
- results_2024-01-24T07-59-43.945933.parquet
- split: latest
path:
- results_2024-01-24T07-59-43.945933.parquet
Dataset Card for Evaluation run of abacusai/MM-OV-bagel-DPO-34b-c1000-250
Dataset automatically created during the evaluation run of model abacusai/MM-OV-bagel-DPO-34b-c1000-250 on the Open LLM Leaderboard.
The dataset is composed of 63 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).
To load the details from a run, you can for instance do the following:
from datasets import load_dataset
data = load_dataset("open-llm-leaderboard/details_abacusai__MM-OV-bagel-DPO-34b-c1000-250",
"harness_winogrande_5",
split="train")
Latest results
These are the latest results from run 2024-01-24T07:59:43.945933(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):
{
"all": {
"acc": 0.7597155366563035,
"acc_stderr": 0.02837032363320797,
"acc_norm": 0.7632345413090461,
"acc_norm_stderr": 0.02891633054739416,
"mc1": 0.4810281517747858,
"mc1_stderr": 0.01749089640576235,
"mc2": 0.6367417890283518,
"mc2_stderr": 0.01475171297078638
},
"harness|arc:challenge|25": {
"acc": 0.6459044368600683,
"acc_stderr": 0.01397545412275656,
"acc_norm": 0.681740614334471,
"acc_norm_stderr": 0.013611993916971451
},
"harness|hellaswag|10": {
"acc": 0.6408086038637721,
"acc_stderr": 0.004787829168255652,
"acc_norm": 0.8396733718382793,
"acc_norm_stderr": 0.0036615885079775523
},
"harness|hendrycksTest-abstract_algebra|5": {
"acc": 0.47,
"acc_stderr": 0.050161355804659205,
"acc_norm": 0.47,
"acc_norm_stderr": 0.050161355804659205
},
"harness|hendrycksTest-anatomy|5": {
"acc": 0.7481481481481481,
"acc_stderr": 0.03749850709174021,
"acc_norm": 0.7481481481481481,
"acc_norm_stderr": 0.03749850709174021
},
"harness|hendrycksTest-astronomy|5": {
"acc": 0.8881578947368421,
"acc_stderr": 0.02564834125169361,
"acc_norm": 0.8881578947368421,
"acc_norm_stderr": 0.02564834125169361
},
"harness|hendrycksTest-business_ethics|5": {
"acc": 0.77,
"acc_stderr": 0.04229525846816505,
"acc_norm": 0.77,
"acc_norm_stderr": 0.04229525846816505
},
"harness|hendrycksTest-clinical_knowledge|5": {
"acc": 0.8075471698113208,
"acc_stderr": 0.024262979839372274,
"acc_norm": 0.8075471698113208,
"acc_norm_stderr": 0.024262979839372274
},
"harness|hendrycksTest-college_biology|5": {
"acc": 0.9097222222222222,
"acc_stderr": 0.023964965777906935,
"acc_norm": 0.9097222222222222,
"acc_norm_stderr": 0.023964965777906935
},
"harness|hendrycksTest-college_chemistry|5": {
"acc": 0.51,
"acc_stderr": 0.05024183937956912,
"acc_norm": 0.51,
"acc_norm_stderr": 0.05024183937956912
},
"harness|hendrycksTest-college_computer_science|5": {
"acc": 0.6,
"acc_stderr": 0.04923659639173309,
"acc_norm": 0.6,
"acc_norm_stderr": 0.04923659639173309
},
"harness|hendrycksTest-college_mathematics|5": {
"acc": 0.39,
"acc_stderr": 0.04902071300001974,
"acc_norm": 0.39,
"acc_norm_stderr": 0.04902071300001974
},
"harness|hendrycksTest-college_medicine|5": {
"acc": 0.7398843930635838,
"acc_stderr": 0.03345036916788991,
"acc_norm": 0.7398843930635838,
"acc_norm_stderr": 0.03345036916788991
},
"harness|hendrycksTest-college_physics|5": {
"acc": 0.5392156862745098,
"acc_stderr": 0.04959859966384181,
"acc_norm": 0.5392156862745098,
"acc_norm_stderr": 0.04959859966384181
},
"harness|hendrycksTest-computer_security|5": {
"acc": 0.8,
"acc_stderr": 0.04020151261036845,
"acc_norm": 0.8,
"acc_norm_stderr": 0.04020151261036845
},
"harness|hendrycksTest-conceptual_physics|5": {
"acc": 0.7829787234042553,
"acc_stderr": 0.02694748312149625,
"acc_norm": 0.7829787234042553,
"acc_norm_stderr": 0.02694748312149625
},
"harness|hendrycksTest-econometrics|5": {
"acc": 0.5964912280701754,
"acc_stderr": 0.04615186962583707,
"acc_norm": 0.5964912280701754,
"acc_norm_stderr": 0.04615186962583707
},
"harness|hendrycksTest-electrical_engineering|5": {
"acc": 0.7517241379310344,
"acc_stderr": 0.036001056927277696,
"acc_norm": 0.7517241379310344,
"acc_norm_stderr": 0.036001056927277696
},
"harness|hendrycksTest-elementary_mathematics|5": {
"acc": 0.7407407407407407,
"acc_stderr": 0.02256989707491842,
"acc_norm": 0.7407407407407407,
"acc_norm_stderr": 0.02256989707491842
},
"harness|hendrycksTest-formal_logic|5": {
"acc": 0.5317460317460317,
"acc_stderr": 0.04463112720677173,
"acc_norm": 0.5317460317460317,
"acc_norm_stderr": 0.04463112720677173
},
"harness|hendrycksTest-global_facts|5": {
"acc": 0.58,
"acc_stderr": 0.049604496374885836,
"acc_norm": 0.58,
"acc_norm_stderr": 0.049604496374885836
},
"harness|hendrycksTest-high_school_biology|5": {
"acc": 0.9,
"acc_stderr": 0.01706640371965727,
"acc_norm": 0.9,
"acc_norm_stderr": 0.01706640371965727
},
"harness|hendrycksTest-high_school_chemistry|5": {
"acc": 0.6798029556650246,
"acc_stderr": 0.03282649385304151,
"acc_norm": 0.6798029556650246,
"acc_norm_stderr": 0.03282649385304151
},
"harness|hendrycksTest-high_school_computer_science|5": {
"acc": 0.77,
"acc_stderr": 0.042295258468165044,
"acc_norm": 0.77,
"acc_norm_stderr": 0.042295258468165044
},
"harness|hendrycksTest-high_school_european_history|5": {
"acc": 0.8484848484848485,
"acc_stderr": 0.027998073798781664,
"acc_norm": 0.8484848484848485,
"acc_norm_stderr": 0.027998073798781664
},
"harness|hendrycksTest-high_school_geography|5": {
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"acc_stderr": 0.016319950700767374,
"acc_norm": 0.9444444444444444,
"acc_norm_stderr": 0.016319950700767374
},
"harness|hendrycksTest-high_school_government_and_politics|5": {
"acc": 0.9637305699481865,
"acc_stderr": 0.013492659751295131,
"acc_norm": 0.9637305699481865,
"acc_norm_stderr": 0.013492659751295131
},
"harness|hendrycksTest-high_school_macroeconomics|5": {
"acc": 0.8102564102564103,
"acc_stderr": 0.0198801654065888,
"acc_norm": 0.8102564102564103,
"acc_norm_stderr": 0.0198801654065888
},
"harness|hendrycksTest-high_school_mathematics|5": {
"acc": 0.45555555555555555,
"acc_stderr": 0.03036486250482443,
"acc_norm": 0.45555555555555555,
"acc_norm_stderr": 0.03036486250482443
},
"harness|hendrycksTest-high_school_microeconomics|5": {
"acc": 0.865546218487395,
"acc_stderr": 0.02215937307274444,
"acc_norm": 0.865546218487395,
"acc_norm_stderr": 0.02215937307274444
},
"harness|hendrycksTest-high_school_physics|5": {
"acc": 0.5099337748344371,
"acc_stderr": 0.04081677107248437,
"acc_norm": 0.5099337748344371,
"acc_norm_stderr": 0.04081677107248437
},
"harness|hendrycksTest-high_school_psychology|5": {
"acc": 0.9137614678899083,
"acc_stderr": 0.012035597300116245,
"acc_norm": 0.9137614678899083,
"acc_norm_stderr": 0.012035597300116245
},
"harness|hendrycksTest-high_school_statistics|5": {
"acc": 0.6481481481481481,
"acc_stderr": 0.03256850570293647,
"acc_norm": 0.6481481481481481,
"acc_norm_stderr": 0.03256850570293647
},
"harness|hendrycksTest-high_school_us_history|5": {
"acc": 0.9068627450980392,
"acc_stderr": 0.020397853969427,
"acc_norm": 0.9068627450980392,
"acc_norm_stderr": 0.020397853969427
},
"harness|hendrycksTest-high_school_world_history|5": {
"acc": 0.9071729957805907,
"acc_stderr": 0.01888975055095671,
"acc_norm": 0.9071729957805907,
"acc_norm_stderr": 0.01888975055095671
},
"harness|hendrycksTest-human_aging|5": {
"acc": 0.8116591928251121,
"acc_stderr": 0.026241132996407252,
"acc_norm": 0.8116591928251121,
"acc_norm_stderr": 0.026241132996407252
},
"harness|hendrycksTest-human_sexuality|5": {
"acc": 0.8549618320610687,
"acc_stderr": 0.030884661089515375,
"acc_norm": 0.8549618320610687,
"acc_norm_stderr": 0.030884661089515375
},
"harness|hendrycksTest-international_law|5": {
"acc": 0.8842975206611571,
"acc_stderr": 0.029199802455622804,
"acc_norm": 0.8842975206611571,
"acc_norm_stderr": 0.029199802455622804
},
"harness|hendrycksTest-jurisprudence|5": {
"acc": 0.8888888888888888,
"acc_stderr": 0.030381596756651655,
"acc_norm": 0.8888888888888888,
"acc_norm_stderr": 0.030381596756651655
},
"harness|hendrycksTest-logical_fallacies|5": {
"acc": 0.852760736196319,
"acc_stderr": 0.027839915278339653,
"acc_norm": 0.852760736196319,
"acc_norm_stderr": 0.027839915278339653
},
"harness|hendrycksTest-machine_learning|5": {
"acc": 0.5178571428571429,
"acc_stderr": 0.047427623612430116,
"acc_norm": 0.5178571428571429,
"acc_norm_stderr": 0.047427623612430116
},
"harness|hendrycksTest-management|5": {
"acc": 0.8640776699029126,
"acc_stderr": 0.0339329572976101,
"acc_norm": 0.8640776699029126,
"acc_norm_stderr": 0.0339329572976101
},
"harness|hendrycksTest-marketing|5": {
"acc": 0.9401709401709402,
"acc_stderr": 0.015537514263253858,
"acc_norm": 0.9401709401709402,
"acc_norm_stderr": 0.015537514263253858
},
"harness|hendrycksTest-medical_genetics|5": {
"acc": 0.89,
"acc_stderr": 0.03144660377352202,
"acc_norm": 0.89,
"acc_norm_stderr": 0.03144660377352202
},
"harness|hendrycksTest-miscellaneous|5": {
"acc": 0.9106002554278416,
"acc_stderr": 0.010203017847688312,
"acc_norm": 0.9106002554278416,
"acc_norm_stderr": 0.010203017847688312
},
"harness|hendrycksTest-moral_disputes|5": {
"acc": 0.815028901734104,
"acc_stderr": 0.02090397584208303,
"acc_norm": 0.815028901734104,
"acc_norm_stderr": 0.02090397584208303
},
"harness|hendrycksTest-moral_scenarios|5": {
"acc": 0.8100558659217877,
"acc_stderr": 0.013119028310492683,
"acc_norm": 0.8100558659217877,
"acc_norm_stderr": 0.013119028310492683
},
"harness|hendrycksTest-nutrition|5": {
"acc": 0.8431372549019608,
"acc_stderr": 0.020823758837580912,
"acc_norm": 0.8431372549019608,
"acc_norm_stderr": 0.020823758837580912
},
"harness|hendrycksTest-philosophy|5": {
"acc": 0.797427652733119,
"acc_stderr": 0.022827317491059686,
"acc_norm": 0.797427652733119,
"acc_norm_stderr": 0.022827317491059686
},
"harness|hendrycksTest-prehistory|5": {
"acc": 0.8641975308641975,
"acc_stderr": 0.019061588181505388,
"acc_norm": 0.8641975308641975,
"acc_norm_stderr": 0.019061588181505388
},
"harness|hendrycksTest-professional_accounting|5": {
"acc": 0.6347517730496454,
"acc_stderr": 0.02872386385328127,
"acc_norm": 0.6347517730496454,
"acc_norm_stderr": 0.02872386385328127
},
"harness|hendrycksTest-professional_law|5": {
"acc": 0.590612777053455,
"acc_stderr": 0.012558780895570755,
"acc_norm": 0.590612777053455,
"acc_norm_stderr": 0.012558780895570755
},
"harness|hendrycksTest-professional_medicine|5": {
"acc": 0.8235294117647058,
"acc_stderr": 0.023157468308559342,
"acc_norm": 0.8235294117647058,
"acc_norm_stderr": 0.023157468308559342
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