metadata
pretty_name: Evaluation run of Intel/neural-chat-7b-v3
dataset_summary: "Dataset automatically created during the evaluation run of model [Intel/neural-chat-7b-v3](https://huggingface.co/Intel/neural-chat-7b-v3) 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 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.\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_Intel__neural-chat-7b-v3_public\",\n\t\"harness_winogrande_5\",\n\tsplit=\"train\")\n```\n\n## Latest results\n\nThese are the [latest results from run 2023-11-14T07:40:49.387630](https://huggingface.co/datasets/open-llm-leaderboard/details_Intel__neural-chat-7b-v3_public/blob/main/results_2023-11-14T07-40-49.387630.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\": 0.6159787282968994,\n \"acc_stderr\": 0.03250548890211772,\n \"acc_norm\": 0.6270034478352691,\n \"acc_norm_stderr\": 0.03333659536654491,\n \"mc1\": 0.42472460220318237,\n \"mc1_stderr\": 0.01730400095716748,\n \"mc2\": 0.5876875540849609,\n \"mc2_stderr\": 0.015599384707939359,\n \"em\": 0.43435402684563756,\n \"em_stderr\": 0.005076143925092938,\n \"f1\": 0.5043477348993302,\n \"f1_stderr\": 0.004800980590603821\n },\n \"harness|arc:challenge|25\": {\n \"acc\": 0.6399317406143344,\n \"acc_stderr\": 0.014027516814585188,\n \"acc_norm\": 0.6715017064846417,\n \"acc_norm_stderr\": 0.0137249784655373\n },\n \"harness|hellaswag|10\": {\n \"acc\": 0.6532563234415455,\n \"acc_stderr\": 0.004749606196363344,\n \"acc_norm\": 0.8329018123879706,\n \"acc_norm_stderr\": 0.0037230107458783917\n },\n \"harness|hendrycksTest-abstract_algebra|5\": {\n \"acc\": 0.37,\n \"acc_stderr\": 0.048523658709391,\n \"acc_norm\": 0.37,\n \"acc_norm_stderr\": 0.048523658709391\n },\n \"harness|hendrycksTest-anatomy|5\": {\n \"acc\": 0.5851851851851851,\n \"acc_stderr\": 0.04256193767901408,\n \"acc_norm\": 0.5851851851851851,\n \"acc_norm_stderr\": 0.04256193767901408\n },\n \"harness|hendrycksTest-astronomy|5\": {\n \"acc\": 0.6710526315789473,\n \"acc_stderr\": 0.03823428969926604,\n \"acc_norm\": 0.6710526315789473,\n \"acc_norm_stderr\": 0.03823428969926604\n },\n \"harness|hendrycksTest-business_ethics|5\": {\n \"acc\": 0.58,\n \"acc_stderr\": 0.04960449637488583,\n \"acc_norm\": 0.58,\n \"acc_norm_stderr\": 0.04960449637488583\n },\n \"harness|hendrycksTest-clinical_knowledge|5\": {\n \"acc\": 0.6716981132075471,\n \"acc_stderr\": 0.02890159361241178,\n \"acc_norm\": 0.6716981132075471,\n \"acc_norm_stderr\": 0.02890159361241178\n },\n \"harness|hendrycksTest-college_biology|5\": {\n \"acc\": 0.7152777777777778,\n \"acc_stderr\": 0.03773809990686934,\n \"acc_norm\": 0.7152777777777778,\n \"acc_norm_stderr\": 0.03773809990686934\n },\n \"harness|hendrycksTest-college_chemistry|5\": {\n \"acc\": 0.39,\n \"acc_stderr\": 0.04902071300001975,\n \"acc_norm\": 0.39,\n \"acc_norm_stderr\": 0.04902071300001975\n },\n \"harness|hendrycksTest-college_computer_science|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-college_mathematics|5\": {\n \"acc\": 0.33,\n \"acc_stderr\": 0.04725815626252604,\n \"acc_norm\": 0.33,\n \"acc_norm_stderr\": 0.04725815626252604\n },\n \"harness|hendrycksTest-college_medicine|5\": {\n \"acc\": 0.630057803468208,\n \"acc_stderr\": 0.0368122963339432,\n \"acc_norm\": 0.630057803468208,\n \"acc_norm_stderr\": 0.0368122963339432\n },\n \"harness|hendrycksTest-college_physics|5\": {\n \"acc\": 0.38235294117647056,\n \"acc_stderr\": 0.04835503696107223,\n \"acc_norm\": 0.38235294117647056,\n \"acc_norm_stderr\": 0.04835503696107223\n },\n \"harness|hendrycksTest-computer_security|5\": {\n \"acc\": 0.71,\n \"acc_stderr\": 0.045604802157206845,\n \"acc_norm\": 0.71,\n \"acc_norm_stderr\": 0.045604802157206845\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\": 0.47368421052631576,\n \"acc_stderr\": 0.046970851366478626,\n \"acc_norm\": 0.47368421052631576,\n \"acc_norm_stderr\": 0.046970851366478626\n },\n \"harness|hendrycksTest-electrical_engineering|5\": {\n \"acc\": 0.5586206896551724,\n \"acc_stderr\": 0.04137931034482757,\n \"acc_norm\": 0.5586206896551724,\n \"acc_norm_stderr\": 0.04137931034482757\n },\n \"harness|hendrycksTest-elementary_mathematics|5\": {\n \"acc\": 0.3994708994708995,\n \"acc_stderr\": 0.02522545028406788,\n \"acc_norm\": 0.3994708994708995,\n \"acc_norm_stderr\": 0.02522545028406788\n },\n \"harness|hendrycksTest-formal_logic|5\": {\n \"acc\": 0.4365079365079365,\n \"acc_stderr\": 0.04435932892851466,\n \"acc_norm\": 0.4365079365079365,\n \"acc_norm_stderr\": 0.04435932892851466\n },\n \"harness|hendrycksTest-global_facts|5\": {\n \"acc\": 0.36,\n \"acc_stderr\": 0.04824181513244218,\n \"acc_norm\": 0.36,\n \"acc_norm_stderr\": 0.04824181513244218\n },\n \"harness|hendrycksTest-high_school_biology|5\": {\n \"acc\": 0.7645161290322581,\n \"acc_stderr\": 0.024137632429337717,\n \"acc_norm\": 0.7645161290322581,\n \"acc_norm_stderr\": 0.024137632429337717\n },\n \"harness|hendrycksTest-high_school_chemistry|5\": {\n \"acc\": 0.49261083743842365,\n \"acc_stderr\": 0.035176035403610084,\n \"acc_norm\": 0.49261083743842365,\n \"acc_norm_stderr\": 0.035176035403610084\n },\n \"harness|hendrycksTest-high_school_computer_science|5\": {\n \"acc\": 0.68,\n \"acc_stderr\": 0.04688261722621504,\n \"acc_norm\": 0.68,\n \"acc_norm_stderr\": 0.04688261722621504\n },\n \"harness|hendrycksTest-high_school_european_history|5\": {\n \"acc\": 0.7636363636363637,\n \"acc_stderr\": 0.03317505930009182,\n \"acc_norm\": 0.7636363636363637,\n \"acc_norm_stderr\": 0.03317505930009182\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\": 0.8601036269430051,\n \"acc_stderr\": 0.025033870583015184,\n \"acc_norm\": 0.8601036269430051,\n \"acc_norm_stderr\": 0.025033870583015184\n },\n \"harness|hendrycksTest-high_school_macroeconomics|5\": {\n \"acc\": 0.6205128205128205,\n \"acc_stderr\": 0.024603626924097417,\n \"acc_norm\": 0.6205128205128205,\n \"acc_norm_stderr\": 0.024603626924097417\n },\n \"harness|hendrycksTest-high_school_mathematics|5\": {\n \"acc\": 0.2962962962962963,\n \"acc_stderr\": 0.027840811495871937,\n \"acc_norm\": 0.2962962962962963,\n \"acc_norm_stderr\": 0.027840811495871937\n },\n \"harness|hendrycksTest-high_school_microeconomics|5\": {\n \"acc\": 0.6764705882352942,\n \"acc_stderr\": 0.03038835355188679,\n \"acc_norm\": 0.6764705882352942,\n \"acc_norm_stderr\": 0.03038835355188679\n },\n \"harness|hendrycksTest-high_school_physics|5\": {\n \"acc\": 0.33112582781456956,\n \"acc_stderr\": 0.038425817186598696,\n \"acc_norm\": 0.33112582781456956,\n \"acc_norm_stderr\": 0.038425817186598696\n },\n \"harness|hendrycksTest-high_school_psychology|5\": {\n \"acc\": 0.8165137614678899,\n \"acc_stderr\": 0.01659525971039931,\n \"acc_norm\": 0.8165137614678899,\n \"acc_norm_stderr\": 0.01659525971039931\n },\n \"harness|hendrycksTest-high_school_statistics|5\": {\n \"acc\": 0.4305555555555556,\n \"acc_stderr\": 0.03376922151252335,\n \"acc_norm\": 0.4305555555555556,\n \"acc_norm_stderr\": 0.03376922151252335\n },\n \"harness|hendrycksTest-high_school_us_history|5\": {\n \"acc\": 0.7990196078431373,\n \"acc_stderr\": 0.02812597226565438,\n \"acc_norm\": 0.7990196078431373,\n \"acc_norm_stderr\": 0.02812597226565438\n },\n \"harness|hendrycksTest-high_school_world_history|5\": {\n \"acc\": 0.7932489451476793,\n \"acc_stderr\": 0.0263616516683891,\n \"acc_norm\": 0.7932489451476793,\n \"acc_norm_stderr\": 0.0263616516683891\n },\n \"harness|hendrycksTest-human_aging|5\": {\n \"acc\": 0.6816143497757847,\n \"acc_stderr\": 0.03126580522513713,\n \"acc_norm\": 0.6816143497757847,\n \"acc_norm_stderr\": 0.03126580522513713\n },\n \"harness|hendrycksTest-human_sexuality|5\": {\n \"acc\": 0.7251908396946565,\n \"acc_stderr\": 0.03915345408847835,\n \"acc_norm\": 0.7251908396946565,\n \"acc_norm_stderr\": 0.03915345408847835\n },\n \"harness|hendrycksTest-international_law|5\": {\n \"acc\": 0.8264462809917356,\n \"acc_stderr\": 0.0345727283691767,\n \"acc_norm\": 0.8264462809917356,\n \"acc_norm_stderr\": 0.0345727283691767\n },\n \"harness|hendrycksTest-jurisprudence|5\": {\n \"acc\": 0.7685185185185185,\n \"acc_stderr\": 0.04077494709252626,\n \"acc_norm\": 0.7685185185185185,\n \"acc_norm_stderr\": 0.04077494709252626\n },\n \"harness|hendrycksTest-logical_fallacies|5\": {\n \"acc\": 0.7300613496932515,\n \"acc_stderr\": 0.03487825168497892,\n \"acc_norm\": 0.7300613496932515,\n \"acc_norm_stderr\": 0.03487825168497892\n },\n \"harness|hendrycksTest-machine_learning|5\": {\n \"acc\": 0.5267857142857143,\n \"acc_stderr\": 0.047389751192741546,\n \"acc_norm\": 0.5267857142857143,\n \"acc_norm_stderr\": 0.047389751192741546\n },\n \"harness|hendrycksTest-management|5\": {\n \"acc\": 0.7961165048543689,\n \"acc_stderr\": 0.039891398595317706,\n \"acc_norm\": 0.7961165048543689,\n \"acc_norm_stderr\": 0.039891398595317706\n },\n \"harness|hendrycksTest-marketing|5\": {\n \"acc\": 0.8376068376068376,\n \"acc_stderr\": 0.02416161812798774,\n \"acc_norm\": 0.8376068376068376,\n \"acc_norm_stderr\": 0.02416161812798774\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\": 0.8263090676883781,\n \"acc_stderr\": 0.01354741565866225,\n \"acc_norm\": 0.8263090676883781,\n \"acc_norm_stderr\": 0.01354741565866225\n },\n \"harness|hendrycksTest-moral_disputes|5\": {\n \"acc\": 0.6907514450867052,\n \"acc_stderr\": 0.02488314057007176,\n \"acc_norm\": 0.6907514450867052,\n \"acc_norm_stderr\": 0.02488314057007176\n },\n \"harness|hendrycksTest-moral_scenarios|5\": {\n \"acc\": 0.35083798882681566,\n \"acc_stderr\": 0.01596103667523096,\n \"acc_norm\": 0.35083798882681566,\n \"acc_norm_stderr\": 0.01596103667523096\n },\n \"harness|hendrycksTest-nutrition|5\": {\n \"acc\": 0.7189542483660131,\n \"acc_stderr\": 0.025738854797818737,\n \"acc_norm\": 0.7189542483660131,\n \"acc_norm_stderr\": 0.025738854797818737\n },\n \"harness|hendrycksTest-philosophy|5\": {\n \"acc\": 0.6977491961414791,\n \"acc_stderr\": 0.02608270069539966,\n \"acc_norm\": 0.6977491961414791,\n \"acc_norm_stderr\": 0.02608270069539966\n },\n \"harness|hendrycksTest-prehistory|5\": {\n \"acc\": 0.6975308641975309,\n \"acc_stderr\": 0.02555765398186806,\n \"acc_norm\": 0.6975308641975309,\n \"acc_norm_stderr\": 0.02555765398186806\n },\n \"harness|hendrycksTest-professional_accounting|5\": {\n \"acc\": 0.425531914893617,\n \"acc_stderr\": 0.02949482760014437,\n \"acc_norm\": 0.425531914893617,\n \"acc_norm_stderr\": 0.02949482760014437\n },\n \"harness|hendrycksTest-professional_law|5\": {\n \"acc\": 0.45371577574967403,\n \"acc_stderr\": 0.012715404841277745,\n \"acc_norm\": 0.45371577574967403,\n \"acc_norm_stderr\": 0.012715404841277745\n },\n \"harness|hendrycksTest-professional_medicine|5\": {\n \"acc\": 0.625,\n \"acc_stderr\": 0.029408372932278746,\n \"acc_norm\": 0.625,\n \"acc_norm_stderr\": 0.029408372932278746\n },\n \"harness|hendrycksTest-professional_psychology|5\": {\n \"acc\": 0.6421568627450981,\n \"acc_stderr\": 0.01939305840235544,\n \"acc_norm\": 0.6421568627450981,\n \"acc_norm_stderr\": 0.01939305840235544\n },\n \"harness|hendrycksTest-public_relations|5\": {\n \"acc\": 0.6636363636363637,\n \"acc_stderr\": 0.04525393596302506,\n \"acc_norm\": 0.6636363636363637,\n \"acc_norm_stderr\": 0.04525393596302506\n },\n \"harness|hendrycksTest-security_studies|5\": {\n \"acc\": 0.7020408163265306,\n \"acc_stderr\": 0.02927956741106568,\n \"acc_norm\": 0.7020408163265306,\n \"acc_norm_stderr\": 0.02927956741106568\n },\n \"harness|hendrycksTest-sociology|5\": {\n \"acc\": 0.8308457711442786,\n \"acc_stderr\": 0.02650859065623325,\n \"acc_norm\": 0.8308457711442786,\n \"acc_norm_stderr\": 0.02650859065623325\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\": 0.5240963855421686,\n \"acc_stderr\": 0.03887971849597264,\n \"acc_norm\": 0.5240963855421686,\n \"acc_norm_stderr\": 0.03887971849597264\n },\n \"harness|hendrycksTest-world_religions|5\": {\n \"acc\": 0.8128654970760234,\n \"acc_stderr\": 0.02991312723236804,\n \"acc_norm\": 0.8128654970760234,\n \"acc_norm_stderr\": 0.02991312723236804\n },\n \"harness|truthfulqa:mc|0\": {\n \"mc1\": 0.42472460220318237,\n \"mc1_stderr\": 0.01730400095716748,\n \"mc2\": 0.5876875540849609,\n \"mc2_stderr\": 0.015599384707939359\n },\n \"harness|winogrande|5\": {\n \"acc\": 0.7805840568271507,\n \"acc_stderr\": 0.011631268360607778\n },\n \"harness|drop|3\": {\n \"em\": 0.43435402684563756,\n \"em_stderr\": 0.005076143925092938,\n \"f1\": 0.5043477348993302,\n \"f1_stderr\": 0.004800980590603821\n },\n \"harness|gsm8k|5\": {\n \"acc\": 0.012130401819560273,\n \"acc_stderr\": 0.0030152942428909512\n }\n}\n```"
repo_url: https://huggingface.co/Intel/neural-chat-7b-v3
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_14T07_40_49.387630
path:
- >-
**/details_harness|arc:challenge|25_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|arc:challenge|25_2023-11-14T07-40-49.387630.parquet
- config_name: harness_drop_3
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- '**/details_harness|drop|3_2023-11-14T07-40-49.387630.parquet'
- split: latest
path:
- '**/details_harness|drop|3_2023-11-14T07-40-49.387630.parquet'
- config_name: harness_gsm8k_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- '**/details_harness|gsm8k|5_2023-11-14T07-40-49.387630.parquet'
- split: latest
path:
- '**/details_harness|gsm8k|5_2023-11-14T07-40-49.387630.parquet'
- config_name: harness_hellaswag_10
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- '**/details_harness|hellaswag|10_2023-11-14T07-40-49.387630.parquet'
- split: latest
path:
- '**/details_harness|hellaswag|10_2023-11-14T07-40-49.387630.parquet'
- config_name: harness_hendrycksTest_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-abstract_algebra|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-anatomy|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-astronomy|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-business_ethics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_biology|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_chemistry|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_computer_science|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_mathematics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_medicine|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-college_physics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-computer_security|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-conceptual_physics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-econometrics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-electrical_engineering|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-elementary_mathematics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-formal_logic|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-global_facts|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_biology|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_chemistry|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_computer_science|5_2023-11-14T07-40-49.387630.parquet
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**/details_harness|hendrycksTest-high_school_european_history|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_geography|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_mathematics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_physics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_psychology|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-human_aging|5_2023-11-14T07-40-49.387630.parquet
- >-
**/details_harness|hendrycksTest-human_sexuality|5_2023-11-14T07-40-49.387630.parquet
- >-
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- config_name: harness_hendrycksTest_abstract_algebra_5
data_files:
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data_files:
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data_files:
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data_files:
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- config_name: harness_hendrycksTest_college_mathematics_5
data_files:
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- config_name: harness_hendrycksTest_college_medicine_5
data_files:
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- config_name: harness_hendrycksTest_college_physics_5
data_files:
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- config_name: harness_hendrycksTest_computer_security_5
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- config_name: harness_hendrycksTest_conceptual_physics_5
data_files:
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- config_name: harness_hendrycksTest_econometrics_5
data_files:
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- config_name: harness_hendrycksTest_electrical_engineering_5
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- config_name: harness_hendrycksTest_elementary_mathematics_5
data_files:
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- config_name: harness_hendrycksTest_global_facts_5
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- config_name: harness_hendrycksTest_high_school_biology_5
data_files:
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data_files:
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- config_name: harness_hendrycksTest_high_school_computer_science_5
data_files:
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- config_name: harness_hendrycksTest_high_school_european_history_5
data_files:
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- config_name: harness_hendrycksTest_high_school_geography_5
data_files:
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- config_name: harness_hendrycksTest_high_school_government_and_politics_5
data_files:
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- config_name: harness_hendrycksTest_high_school_macroeconomics_5
data_files:
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- config_name: harness_hendrycksTest_high_school_mathematics_5
data_files:
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data_files:
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- config_name: harness_hendrycksTest_high_school_physics_5
data_files:
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- config_name: harness_hendrycksTest_high_school_psychology_5
data_files:
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- config_name: harness_hendrycksTest_high_school_statistics_5
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path:
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**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-high_school_statistics|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_high_school_us_history_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-high_school_us_history|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_high_school_world_history_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-high_school_world_history|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_human_aging_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-human_aging|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-human_aging|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_human_sexuality_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-human_sexuality|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-human_sexuality|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_international_law_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-international_law|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-international_law|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_jurisprudence_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-jurisprudence|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-jurisprudence|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_logical_fallacies_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-logical_fallacies|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_machine_learning_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-machine_learning|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-machine_learning|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_management_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-management|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-management|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_marketing_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-marketing|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-marketing|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_medical_genetics_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-medical_genetics|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-medical_genetics|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_miscellaneous_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-miscellaneous|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-miscellaneous|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_moral_disputes_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-moral_disputes|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-moral_disputes|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_moral_scenarios_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-moral_scenarios|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_nutrition_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-nutrition|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-nutrition|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_philosophy_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-philosophy|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-philosophy|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_prehistory_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-prehistory|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-prehistory|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_professional_accounting_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-professional_accounting|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_accounting|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_professional_law_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-professional_law|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_law|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_professional_medicine_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-professional_medicine|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_medicine|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_professional_psychology_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-professional_psychology|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-professional_psychology|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_public_relations_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-public_relations|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-public_relations|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_security_studies_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-security_studies|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-security_studies|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_sociology_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-sociology|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-sociology|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_us_foreign_policy_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-us_foreign_policy|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_virology_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-virology|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-virology|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_hendrycksTest_world_religions_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|hendrycksTest-world_religions|5_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|hendrycksTest-world_religions|5_2023-11-14T07-40-49.387630.parquet
- config_name: harness_truthfulqa_mc_0
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- >-
**/details_harness|truthfulqa:mc|0_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- >-
**/details_harness|truthfulqa:mc|0_2023-11-14T07-40-49.387630.parquet
- config_name: harness_winogrande_5
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- '**/details_harness|winogrande|5_2023-11-14T07-40-49.387630.parquet'
- split: latest
path:
- '**/details_harness|winogrande|5_2023-11-14T07-40-49.387630.parquet'
- config_name: results
data_files:
- split: 2023_11_14T07_40_49.387630
path:
- results_2023-11-14T07-40-49.387630.parquet
- split: latest
path:
- results_2023-11-14T07-40-49.387630.parquet
Dataset Card for Evaluation run of Intel/neural-chat-7b-v3
Dataset Description
- Homepage:
- Repository: https://huggingface.co/Intel/neural-chat-7b-v3
- 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 Intel/neural-chat-7b-v3 on the 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 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 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_Intel__neural-chat-7b-v3_public",
"harness_winogrande_5",
split="train")
Latest results
These are the latest results from run 2023-11-14T07:40:49.387630(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": 0.6159787282968994,
"acc_stderr": 0.03250548890211772,
"acc_norm": 0.6270034478352691,
"acc_norm_stderr": 0.03333659536654491,
"mc1": 0.42472460220318237,
"mc1_stderr": 0.01730400095716748,
"mc2": 0.5876875540849609,
"mc2_stderr": 0.015599384707939359,
"em": 0.43435402684563756,
"em_stderr": 0.005076143925092938,
"f1": 0.5043477348993302,
"f1_stderr": 0.004800980590603821
},
"harness|arc:challenge|25": {
"acc": 0.6399317406143344,
"acc_stderr": 0.014027516814585188,
"acc_norm": 0.6715017064846417,
"acc_norm_stderr": 0.0137249784655373
},
"harness|hellaswag|10": {
"acc": 0.6532563234415455,
"acc_stderr": 0.004749606196363344,
"acc_norm": 0.8329018123879706,
"acc_norm_stderr": 0.0037230107458783917
},
"harness|hendrycksTest-abstract_algebra|5": {
"acc": 0.37,
"acc_stderr": 0.048523658709391,
"acc_norm": 0.37,
"acc_norm_stderr": 0.048523658709391
},
"harness|hendrycksTest-anatomy|5": {
"acc": 0.5851851851851851,
"acc_stderr": 0.04256193767901408,
"acc_norm": 0.5851851851851851,
"acc_norm_stderr": 0.04256193767901408
},
"harness|hendrycksTest-astronomy|5": {
"acc": 0.6710526315789473,
"acc_stderr": 0.03823428969926604,
"acc_norm": 0.6710526315789473,
"acc_norm_stderr": 0.03823428969926604
},
"harness|hendrycksTest-business_ethics|5": {
"acc": 0.58,
"acc_stderr": 0.04960449637488583,
"acc_norm": 0.58,
"acc_norm_stderr": 0.04960449637488583
},
"harness|hendrycksTest-clinical_knowledge|5": {
"acc": 0.6716981132075471,
"acc_stderr": 0.02890159361241178,
"acc_norm": 0.6716981132075471,
"acc_norm_stderr": 0.02890159361241178
},
"harness|hendrycksTest-college_biology|5": {
"acc": 0.7152777777777778,
"acc_stderr": 0.03773809990686934,
"acc_norm": 0.7152777777777778,
"acc_norm_stderr": 0.03773809990686934
},
"harness|hendrycksTest-college_chemistry|5": {
"acc": 0.39,
"acc_stderr": 0.04902071300001975,
"acc_norm": 0.39,
"acc_norm_stderr": 0.04902071300001975
},
"harness|hendrycksTest-college_computer_science|5": {
"acc": 0.47,
"acc_stderr": 0.050161355804659205,
"acc_norm": 0.47,
"acc_norm_stderr": 0.050161355804659205
},
"harness|hendrycksTest-college_mathematics|5": {
"acc": 0.33,
"acc_stderr": 0.04725815626252604,
"acc_norm": 0.33,
"acc_norm_stderr": 0.04725815626252604
},
"harness|hendrycksTest-college_medicine|5": {
"acc": 0.630057803468208,
"acc_stderr": 0.0368122963339432,
"acc_norm": 0.630057803468208,
"acc_norm_stderr": 0.0368122963339432
},
"harness|hendrycksTest-college_physics|5": {
"acc": 0.38235294117647056,
"acc_stderr": 0.04835503696107223,
"acc_norm": 0.38235294117647056,
"acc_norm_stderr": 0.04835503696107223
},
"harness|hendrycksTest-computer_security|5": {
"acc": 0.71,
"acc_stderr": 0.045604802157206845,
"acc_norm": 0.71,
"acc_norm_stderr": 0.045604802157206845
},
"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": 0.47368421052631576,
"acc_stderr": 0.046970851366478626,
"acc_norm": 0.47368421052631576,
"acc_norm_stderr": 0.046970851366478626
},
"harness|hendrycksTest-electrical_engineering|5": {
"acc": 0.5586206896551724,
"acc_stderr": 0.04137931034482757,
"acc_norm": 0.5586206896551724,
"acc_norm_stderr": 0.04137931034482757
},
"harness|hendrycksTest-elementary_mathematics|5": {
"acc": 0.3994708994708995,
"acc_stderr": 0.02522545028406788,
"acc_norm": 0.3994708994708995,
"acc_norm_stderr": 0.02522545028406788
},
"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": 0.36,
"acc_stderr": 0.04824181513244218,
"acc_norm": 0.36,
"acc_norm_stderr": 0.04824181513244218
},
"harness|hendrycksTest-high_school_biology|5": {
"acc": 0.7645161290322581,
"acc_stderr": 0.024137632429337717,
"acc_norm": 0.7645161290322581,
"acc_norm_stderr": 0.024137632429337717
},
"harness|hendrycksTest-high_school_chemistry|5": {
"acc": 0.49261083743842365,
"acc_stderr": 0.035176035403610084,
"acc_norm": 0.49261083743842365,
"acc_norm_stderr": 0.035176035403610084
},
"harness|hendrycksTest-high_school_computer_science|5": {
"acc": 0.68,
"acc_stderr": 0.04688261722621504,
"acc_norm": 0.68,
"acc_norm_stderr": 0.04688261722621504
},
"harness|hendrycksTest-high_school_european_history|5": {
"acc": 0.7636363636363637,
"acc_stderr": 0.03317505930009182,
"acc_norm": 0.7636363636363637,
"acc_norm_stderr": 0.03317505930009182
},
"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": 0.8601036269430051,
"acc_stderr": 0.025033870583015184,
"acc_norm": 0.8601036269430051,
"acc_norm_stderr": 0.025033870583015184
},
"harness|hendrycksTest-high_school_macroeconomics|5": {
"acc": 0.6205128205128205,
"acc_stderr": 0.024603626924097417,
"acc_norm": 0.6205128205128205,
"acc_norm_stderr": 0.024603626924097417
},
"harness|hendrycksTest-high_school_mathematics|5": {
"acc": 0.2962962962962963,
"acc_stderr": 0.027840811495871937,
"acc_norm": 0.2962962962962963,
"acc_norm_stderr": 0.027840811495871937
},
"harness|hendrycksTest-high_school_microeconomics|5": {
"acc": 0.6764705882352942,
"acc_stderr": 0.03038835355188679,
"acc_norm": 0.6764705882352942,
"acc_norm_stderr": 0.03038835355188679
},
"harness|hendrycksTest-high_school_physics|5": {
"acc": 0.33112582781456956,
"acc_stderr": 0.038425817186598696,
"acc_norm": 0.33112582781456956,
"acc_norm_stderr": 0.038425817186598696
},
"harness|hendrycksTest-high_school_psychology|5": {
"acc": 0.8165137614678899,
"acc_stderr": 0.01659525971039931,
"acc_norm": 0.8165137614678899,
"acc_norm_stderr": 0.01659525971039931
},
"harness|hendrycksTest-high_school_statistics|5": {
"acc": 0.4305555555555556,
"acc_stderr": 0.03376922151252335,
"acc_norm": 0.4305555555555556,
"acc_norm_stderr": 0.03376922151252335
},
"harness|hendrycksTest-high_school_us_history|5": {
"acc": 0.7990196078431373,
"acc_stderr": 0.02812597226565438,
"acc_norm": 0.7990196078431373,
"acc_norm_stderr": 0.02812597226565438
},
"harness|hendrycksTest-high_school_world_history|5": {
"acc": 0.7932489451476793,
"acc_stderr": 0.0263616516683891,
"acc_norm": 0.7932489451476793,
"acc_norm_stderr": 0.0263616516683891
},
"harness|hendrycksTest-human_aging|5": {
"acc": 0.6816143497757847,
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