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--- |
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pretty_name: Evaluation run of h2oai/h2o-danube3-4b-base |
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dataset_summary: "Dataset automatically created during the evaluation run of model\ |
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\ [h2oai/h2o-danube3-4b-base](https://huggingface.co/h2oai/h2o-danube3-4b-base)\n\ |
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The dataset is composed of 38 configuration(s), each one corresponding to one of\ |
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\ the evaluated task.\n\nThe dataset has been created from 1 run(s). Each run can\ |
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\ be found as a specific split in each configuration, the split being named using\ |
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\ the timestamp of the run.The \"train\" split is always pointing to the latest\ |
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\ results.\n\nAn additional configuration \"results\" store all the aggregated results\ |
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\ of the run.\n\nTo load the details from a run, you can for instance do the following:\n\ |
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```python\nfrom datasets import load_dataset\ndata = load_dataset(\n\t\"open-llm-leaderboard/h2oai__h2o-danube3-4b-base-details\"\ |
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,\n\tname=\"h2oai__h2o-danube3-4b-base__leaderboard_bbh_boolean_expressions\",\n\ |
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\tsplit=\"latest\"\n)\n```\n\n## Latest results\n\nThese are the [latest results\ |
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\ from run 2024-08-12T22-27-33.121015](https://huggingface.co/datasets/open-llm-leaderboard/h2oai__h2o-danube3-4b-base-details/blob/main/h2oai__h2o-danube3-4b-base/results_2024-08-12T22-27-33.121015.json)\ |
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\ (note that there might be results for other tasks in the repos if successive evals\ |
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\ didn't cover the same tasks. You find each in the results and the \"latest\" split\ |
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\ for each eval):\n\n```python\n{\n \"all\": {\n \"leaderboard\": {\n\ |
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\ \"acc_norm,none\": 0.34855363860422883,\n \"acc_norm_stderr,none\"\ |
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: 0.005161198320898596,\n \"prompt_level_strict_acc,none\": 0.17744916820702403,\n\ |
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\ \"prompt_level_strict_acc_stderr,none\": 0.016440744379699807,\n \ |
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\ \"inst_level_strict_acc,none\": 0.290167865707434,\n \"inst_level_strict_acc_stderr,none\"\ |
|
: \"N/A\",\n \"prompt_level_loose_acc,none\": 0.1922365988909427,\n \ |
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\ \"prompt_level_loose_acc_stderr,none\": 0.016957555343212673,\n \ |
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\ \"inst_level_loose_acc,none\": 0.3069544364508393,\n \"inst_level_loose_acc_stderr,none\"\ |
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: \"N/A\",\n \"acc,none\": 0.2109375,\n \"acc_stderr,none\"\ |
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: 0.0037194757873214193,\n \"exact_match,none\": 0.016616314199395767,\n\ |
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\ \"exact_match_stderr,none\": 0.003490362865637672,\n \"\ |
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alias\": \"leaderboard\"\n },\n \"leaderboard_bbh\": {\n \ |
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\ \"acc_norm,none\": 0.3567089047040444,\n \"acc_norm_stderr,none\"\ |
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: 0.005940741064010105,\n \"alias\": \" - leaderboard_bbh\"\n \ |
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\ },\n \"leaderboard_bbh_boolean_expressions\": {\n \"acc_norm,none\"\ |
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: 0.528,\n \"acc_norm_stderr,none\": 0.031636489531544396,\n \ |
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\ \"alias\": \" - leaderboard_bbh_boolean_expressions\"\n },\n \ |
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\ \"leaderboard_bbh_causal_judgement\": {\n \"acc_norm,none\": 0.5294117647058824,\n\ |
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\ \"acc_norm_stderr,none\": 0.03659829510813268,\n \"alias\"\ |
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: \" - leaderboard_bbh_causal_judgement\"\n },\n \"leaderboard_bbh_date_understanding\"\ |
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: {\n \"acc_norm,none\": 0.324,\n \"acc_norm_stderr,none\"\ |
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: 0.029658294924545567,\n \"alias\": \" - leaderboard_bbh_date_understanding\"\ |
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\n },\n \"leaderboard_bbh_disambiguation_qa\": {\n \"acc_norm,none\"\ |
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: 0.64,\n \"acc_norm_stderr,none\": 0.03041876402517499,\n \ |
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\ \"alias\": \" - leaderboard_bbh_disambiguation_qa\"\n },\n \"\ |
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leaderboard_bbh_formal_fallacies\": {\n \"acc_norm,none\": 0.464,\n \ |
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\ \"acc_norm_stderr,none\": 0.031603975145223735,\n \"alias\"\ |
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: \" - leaderboard_bbh_formal_fallacies\"\n },\n \"leaderboard_bbh_geometric_shapes\"\ |
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: {\n \"acc_norm,none\": 0.092,\n \"acc_norm_stderr,none\"\ |
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: 0.018316275379429644,\n \"alias\": \" - leaderboard_bbh_geometric_shapes\"\ |
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\n },\n \"leaderboard_bbh_hyperbaton\": {\n \"acc_norm,none\"\ |
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: 0.56,\n \"acc_norm_stderr,none\": 0.03145724452223563,\n \ |
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\ \"alias\": \" - leaderboard_bbh_hyperbaton\"\n },\n \"leaderboard_bbh_logical_deduction_five_objects\"\ |
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: {\n \"acc_norm,none\": 0.224,\n \"acc_norm_stderr,none\"\ |
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: 0.026421361687347905,\n \"alias\": \" - leaderboard_bbh_logical_deduction_five_objects\"\ |
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\n },\n \"leaderboard_bbh_logical_deduction_seven_objects\": {\n \ |
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\ \"acc_norm,none\": 0.152,\n \"acc_norm_stderr,none\": 0.02275202449176547,\n\ |
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\ \"alias\": \" - leaderboard_bbh_logical_deduction_seven_objects\"\n\ |
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\ },\n \"leaderboard_bbh_logical_deduction_three_objects\": {\n \ |
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\ \"acc_norm,none\": 0.364,\n \"acc_norm_stderr,none\": 0.030491555220405562,\n\ |
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\ \"alias\": \" - leaderboard_bbh_logical_deduction_three_objects\"\n\ |
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\ },\n \"leaderboard_bbh_movie_recommendation\": {\n \"\ |
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acc_norm,none\": 0.388,\n \"acc_norm_stderr,none\": 0.03088103874899392,\n\ |
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\ \"alias\": \" - leaderboard_bbh_movie_recommendation\"\n },\n\ |
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\ \"leaderboard_bbh_navigate\": {\n \"acc_norm,none\": 0.416,\n\ |
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\ \"acc_norm_stderr,none\": 0.031235856237014577,\n \"alias\"\ |
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: \" - leaderboard_bbh_navigate\"\n },\n \"leaderboard_bbh_object_counting\"\ |
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: {\n \"acc_norm,none\": 0.388,\n \"acc_norm_stderr,none\"\ |
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: 0.03088103874899392,\n \"alias\": \" - leaderboard_bbh_object_counting\"\ |
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\n },\n \"leaderboard_bbh_penguins_in_a_table\": {\n \"\ |
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acc_norm,none\": 0.3219178082191781,\n \"acc_norm_stderr,none\": 0.03879981629627135,\n\ |
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\ \"alias\": \" - leaderboard_bbh_penguins_in_a_table\"\n },\n\ |
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\ \"leaderboard_bbh_reasoning_about_colored_objects\": {\n \"\ |
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acc_norm,none\": 0.256,\n \"acc_norm_stderr,none\": 0.027657108718204905,\n\ |
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\ \"alias\": \" - leaderboard_bbh_reasoning_about_colored_objects\"\n\ |
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\ },\n \"leaderboard_bbh_ruin_names\": {\n \"acc_norm,none\"\ |
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: 0.264,\n \"acc_norm_stderr,none\": 0.02793451895769091,\n \ |
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\ \"alias\": \" - leaderboard_bbh_ruin_names\"\n },\n \"leaderboard_bbh_salient_translation_error_detection\"\ |
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: {\n \"acc_norm,none\": 0.132,\n \"acc_norm_stderr,none\"\ |
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: 0.02145098082403811,\n \"alias\": \" - leaderboard_bbh_salient_translation_error_detection\"\ |
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\n },\n \"leaderboard_bbh_snarks\": {\n \"acc_norm,none\"\ |
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: 0.5224719101123596,\n \"acc_norm_stderr,none\": 0.037544325084871946,\n\ |
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\ \"alias\": \" - leaderboard_bbh_snarks\"\n },\n \"leaderboard_bbh_sports_understanding\"\ |
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: {\n \"acc_norm,none\": 0.692,\n \"acc_norm_stderr,none\"\ |
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: 0.029256928606501864,\n \"alias\": \" - leaderboard_bbh_sports_understanding\"\ |
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\n },\n \"leaderboard_bbh_temporal_sequences\": {\n \"\ |
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acc_norm,none\": 0.224,\n \"acc_norm_stderr,none\": 0.026421361687347912,\n\ |
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\ \"alias\": \" - leaderboard_bbh_temporal_sequences\"\n },\n\ |
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\ \"leaderboard_bbh_tracking_shuffled_objects_five_objects\": {\n \ |
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\ \"acc_norm,none\": 0.176,\n \"acc_norm_stderr,none\": 0.024133497525457098,\n\ |
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\ \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_five_objects\"\ |
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\n },\n \"leaderboard_bbh_tracking_shuffled_objects_seven_objects\"\ |
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: {\n \"acc_norm,none\": 0.172,\n \"acc_norm_stderr,none\"\ |
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: 0.023915513944486218,\n \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_seven_objects\"\ |
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\n },\n \"leaderboard_bbh_tracking_shuffled_objects_three_objects\"\ |
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: {\n \"acc_norm,none\": 0.332,\n \"acc_norm_stderr,none\"\ |
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: 0.02984403904746589,\n \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_three_objects\"\ |
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\n },\n \"leaderboard_bbh_web_of_lies\": {\n \"acc_norm,none\"\ |
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: 0.476,\n \"acc_norm_stderr,none\": 0.03164968895968782,\n \ |
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\ \"alias\": \" - leaderboard_bbh_web_of_lies\"\n },\n \"leaderboard_gpqa\"\ |
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: {\n \"acc_norm,none\": 0.2911073825503356,\n \"acc_norm_stderr,none\"\ |
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: 0.013134490833122068,\n \"alias\": \" - leaderboard_gpqa\"\n \ |
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\ },\n \"leaderboard_gpqa_diamond\": {\n \"acc_norm,none\": 0.21212121212121213,\n\ |
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\ \"acc_norm_stderr,none\": 0.029126522834586825,\n \"alias\"\ |
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: \" - leaderboard_gpqa_diamond\"\n },\n \"leaderboard_gpqa_extended\"\ |
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: {\n \"acc_norm,none\": 0.3058608058608059,\n \"acc_norm_stderr,none\"\ |
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: 0.019737263843674805,\n \"alias\": \" - leaderboard_gpqa_extended\"\ |
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\n },\n \"leaderboard_gpqa_main\": {\n \"acc_norm,none\"\ |
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: 0.3080357142857143,\n \"acc_norm_stderr,none\": 0.021836780796366414,\n\ |
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\ \"alias\": \" - leaderboard_gpqa_main\"\n },\n \"leaderboard_ifeval\"\ |
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: {\n \"prompt_level_strict_acc,none\": 0.17744916820702403,\n \ |
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\ \"prompt_level_strict_acc_stderr,none\": 0.016440744379699803,\n \ |
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\ \"inst_level_strict_acc,none\": 0.290167865707434,\n \"inst_level_strict_acc_stderr,none\"\ |
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: \"N/A\",\n \"prompt_level_loose_acc,none\": 0.1922365988909427,\n \ |
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\ \"prompt_level_loose_acc_stderr,none\": 0.016957555343212673,\n \ |
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\ \"inst_level_loose_acc,none\": 0.3069544364508393,\n \"inst_level_loose_acc_stderr,none\"\ |
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: \"N/A\",\n \"alias\": \" - leaderboard_ifeval\"\n },\n \ |
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\ \"leaderboard_math_hard\": {\n \"exact_match,none\": 0.016616314199395767,\n\ |
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\ \"exact_match_stderr,none\": 0.003490362865637672,\n \"\ |
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alias\": \" - leaderboard_math_hard\"\n },\n \"leaderboard_math_algebra_hard\"\ |
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: {\n \"exact_match,none\": 0.03908794788273615,\n \"exact_match_stderr,none\"\ |
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: 0.011079050508657057,\n \"alias\": \" - leaderboard_math_algebra_hard\"\ |
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\n },\n \"leaderboard_math_counting_and_prob_hard\": {\n \ |
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\ \"exact_match,none\": 0.008130081300813009,\n \"exact_match_stderr,none\"\ |
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: 0.008130081300813002,\n \"alias\": \" - leaderboard_math_counting_and_prob_hard\"\ |
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\n },\n \"leaderboard_math_geometry_hard\": {\n \"exact_match,none\"\ |
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: 0.0,\n \"exact_match_stderr,none\": 0.0,\n \"alias\": \"\ |
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\ - leaderboard_math_geometry_hard\"\n },\n \"leaderboard_math_intermediate_algebra_hard\"\ |
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: {\n \"exact_match,none\": 0.0,\n \"exact_match_stderr,none\"\ |
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: 0.0,\n \"alias\": \" - leaderboard_math_intermediate_algebra_hard\"\ |
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\n },\n \"leaderboard_math_num_theory_hard\": {\n \"exact_match,none\"\ |
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: 0.012987012987012988,\n \"exact_match_stderr,none\": 0.009153145279150206,\n\ |
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\ \"alias\": \" - leaderboard_math_num_theory_hard\"\n },\n \ |
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\ \"leaderboard_math_prealgebra_hard\": {\n \"exact_match,none\"\ |
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: 0.03626943005181347,\n \"exact_match_stderr,none\": 0.01349265975129516,\n\ |
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\ \"alias\": \" - leaderboard_math_prealgebra_hard\"\n },\n \ |
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\ \"leaderboard_math_precalculus_hard\": {\n \"exact_match,none\"\ |
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: 0.0,\n \"exact_match_stderr,none\": 0.0,\n \"alias\": \"\ |
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\ - leaderboard_math_precalculus_hard\"\n },\n \"leaderboard_mmlu_pro\"\ |
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: {\n \"acc,none\": 0.2109375,\n \"acc_stderr,none\": 0.003719475787321419,\n\ |
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\ \"alias\": \" - leaderboard_mmlu_pro\"\n },\n \"leaderboard_musr\"\ |
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: {\n \"acc_norm,none\": 0.376984126984127,\n \"acc_norm_stderr,none\"\ |
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: 0.01707469586252989,\n \"alias\": \" - leaderboard_musr\"\n \ |
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\ },\n \"leaderboard_musr_murder_mysteries\": {\n \"acc_norm,none\"\ |
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: 0.552,\n \"acc_norm_stderr,none\": 0.03151438761115351,\n \ |
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\ \"alias\": \" - leaderboard_musr_murder_mysteries\"\n },\n \"\ |
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leaderboard_musr_object_placements\": {\n \"acc_norm,none\": 0.2734375,\n\ |
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\ \"acc_norm_stderr,none\": 0.027912287939448926,\n \"alias\"\ |
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: \" - leaderboard_musr_object_placements\"\n },\n \"leaderboard_musr_team_allocation\"\ |
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: {\n \"acc_norm,none\": 0.308,\n \"acc_norm_stderr,none\"\ |
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: 0.029256928606501864,\n \"alias\": \" - leaderboard_musr_team_allocation\"\ |
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\n }\n },\n \"leaderboard\": {\n \"acc_norm,none\": 0.34855363860422883,\n\ |
|
\ \"acc_norm_stderr,none\": 0.005161198320898596,\n \"prompt_level_strict_acc,none\"\ |
|
: 0.17744916820702403,\n \"prompt_level_strict_acc_stderr,none\": 0.016440744379699807,\n\ |
|
\ \"inst_level_strict_acc,none\": 0.290167865707434,\n \"inst_level_strict_acc_stderr,none\"\ |
|
: \"N/A\",\n \"prompt_level_loose_acc,none\": 0.1922365988909427,\n \ |
|
\ \"prompt_level_loose_acc_stderr,none\": 0.016957555343212673,\n \"inst_level_loose_acc,none\"\ |
|
: 0.3069544364508393,\n \"inst_level_loose_acc_stderr,none\": \"N/A\",\n\ |
|
\ \"acc,none\": 0.2109375,\n \"acc_stderr,none\": 0.0037194757873214193,\n\ |
|
\ \"exact_match,none\": 0.016616314199395767,\n \"exact_match_stderr,none\"\ |
|
: 0.003490362865637672,\n \"alias\": \"leaderboard\"\n },\n \"leaderboard_bbh\"\ |
|
: {\n \"acc_norm,none\": 0.3567089047040444,\n \"acc_norm_stderr,none\"\ |
|
: 0.005940741064010105,\n \"alias\": \" - leaderboard_bbh\"\n },\n \ |
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\ \"leaderboard_bbh_boolean_expressions\": {\n \"acc_norm,none\": 0.528,\n\ |
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\ \"acc_norm_stderr,none\": 0.031636489531544396,\n \"alias\": \"\ |
|
\ - leaderboard_bbh_boolean_expressions\"\n },\n \"leaderboard_bbh_causal_judgement\"\ |
|
: {\n \"acc_norm,none\": 0.5294117647058824,\n \"acc_norm_stderr,none\"\ |
|
: 0.03659829510813268,\n \"alias\": \" - leaderboard_bbh_causal_judgement\"\ |
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\n },\n \"leaderboard_bbh_date_understanding\": {\n \"acc_norm,none\"\ |
|
: 0.324,\n \"acc_norm_stderr,none\": 0.029658294924545567,\n \"alias\"\ |
|
: \" - leaderboard_bbh_date_understanding\"\n },\n \"leaderboard_bbh_disambiguation_qa\"\ |
|
: {\n \"acc_norm,none\": 0.64,\n \"acc_norm_stderr,none\": 0.03041876402517499,\n\ |
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\ \"alias\": \" - leaderboard_bbh_disambiguation_qa\"\n },\n \"leaderboard_bbh_formal_fallacies\"\ |
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: {\n \"acc_norm,none\": 0.464,\n \"acc_norm_stderr,none\": 0.031603975145223735,\n\ |
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\ \"alias\": \" - leaderboard_bbh_formal_fallacies\"\n },\n \"leaderboard_bbh_geometric_shapes\"\ |
|
: {\n \"acc_norm,none\": 0.092,\n \"acc_norm_stderr,none\": 0.018316275379429644,\n\ |
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\ \"alias\": \" - leaderboard_bbh_geometric_shapes\"\n },\n \"leaderboard_bbh_hyperbaton\"\ |
|
: {\n \"acc_norm,none\": 0.56,\n \"acc_norm_stderr,none\": 0.03145724452223563,\n\ |
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\ \"alias\": \" - leaderboard_bbh_hyperbaton\"\n },\n \"leaderboard_bbh_logical_deduction_five_objects\"\ |
|
: {\n \"acc_norm,none\": 0.224,\n \"acc_norm_stderr,none\": 0.026421361687347905,\n\ |
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\ \"alias\": \" - leaderboard_bbh_logical_deduction_five_objects\"\n \ |
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\ },\n \"leaderboard_bbh_logical_deduction_seven_objects\": {\n \"acc_norm,none\"\ |
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: 0.152,\n \"acc_norm_stderr,none\": 0.02275202449176547,\n \"alias\"\ |
|
: \" - leaderboard_bbh_logical_deduction_seven_objects\"\n },\n \"leaderboard_bbh_logical_deduction_three_objects\"\ |
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: {\n \"acc_norm,none\": 0.364,\n \"acc_norm_stderr,none\": 0.030491555220405562,\n\ |
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\ \"alias\": \" - leaderboard_bbh_logical_deduction_three_objects\"\n \ |
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\ },\n \"leaderboard_bbh_movie_recommendation\": {\n \"acc_norm,none\"\ |
|
: 0.388,\n \"acc_norm_stderr,none\": 0.03088103874899392,\n \"alias\"\ |
|
: \" - leaderboard_bbh_movie_recommendation\"\n },\n \"leaderboard_bbh_navigate\"\ |
|
: {\n \"acc_norm,none\": 0.416,\n \"acc_norm_stderr,none\": 0.031235856237014577,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_navigate\"\n },\n \"leaderboard_bbh_object_counting\"\ |
|
: {\n \"acc_norm,none\": 0.388,\n \"acc_norm_stderr,none\": 0.03088103874899392,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_object_counting\"\n },\n \"leaderboard_bbh_penguins_in_a_table\"\ |
|
: {\n \"acc_norm,none\": 0.3219178082191781,\n \"acc_norm_stderr,none\"\ |
|
: 0.03879981629627135,\n \"alias\": \" - leaderboard_bbh_penguins_in_a_table\"\ |
|
\n },\n \"leaderboard_bbh_reasoning_about_colored_objects\": {\n \"\ |
|
acc_norm,none\": 0.256,\n \"acc_norm_stderr,none\": 0.027657108718204905,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_reasoning_about_colored_objects\"\n \ |
|
\ },\n \"leaderboard_bbh_ruin_names\": {\n \"acc_norm,none\": 0.264,\n\ |
|
\ \"acc_norm_stderr,none\": 0.02793451895769091,\n \"alias\": \" \ |
|
\ - leaderboard_bbh_ruin_names\"\n },\n \"leaderboard_bbh_salient_translation_error_detection\"\ |
|
: {\n \"acc_norm,none\": 0.132,\n \"acc_norm_stderr,none\": 0.02145098082403811,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_salient_translation_error_detection\"\n\ |
|
\ },\n \"leaderboard_bbh_snarks\": {\n \"acc_norm,none\": 0.5224719101123596,\n\ |
|
\ \"acc_norm_stderr,none\": 0.037544325084871946,\n \"alias\": \"\ |
|
\ - leaderboard_bbh_snarks\"\n },\n \"leaderboard_bbh_sports_understanding\"\ |
|
: {\n \"acc_norm,none\": 0.692,\n \"acc_norm_stderr,none\": 0.029256928606501864,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_sports_understanding\"\n },\n \"\ |
|
leaderboard_bbh_temporal_sequences\": {\n \"acc_norm,none\": 0.224,\n \ |
|
\ \"acc_norm_stderr,none\": 0.026421361687347912,\n \"alias\": \" -\ |
|
\ leaderboard_bbh_temporal_sequences\"\n },\n \"leaderboard_bbh_tracking_shuffled_objects_five_objects\"\ |
|
: {\n \"acc_norm,none\": 0.176,\n \"acc_norm_stderr,none\": 0.024133497525457098,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_five_objects\"\ |
|
\n },\n \"leaderboard_bbh_tracking_shuffled_objects_seven_objects\": {\n \ |
|
\ \"acc_norm,none\": 0.172,\n \"acc_norm_stderr,none\": 0.023915513944486218,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_seven_objects\"\ |
|
\n },\n \"leaderboard_bbh_tracking_shuffled_objects_three_objects\": {\n \ |
|
\ \"acc_norm,none\": 0.332,\n \"acc_norm_stderr,none\": 0.02984403904746589,\n\ |
|
\ \"alias\": \" - leaderboard_bbh_tracking_shuffled_objects_three_objects\"\ |
|
\n },\n \"leaderboard_bbh_web_of_lies\": {\n \"acc_norm,none\": 0.476,\n\ |
|
\ \"acc_norm_stderr,none\": 0.03164968895968782,\n \"alias\": \" \ |
|
\ - leaderboard_bbh_web_of_lies\"\n },\n \"leaderboard_gpqa\": {\n \ |
|
\ \"acc_norm,none\": 0.2911073825503356,\n \"acc_norm_stderr,none\": 0.013134490833122068,\n\ |
|
\ \"alias\": \" - leaderboard_gpqa\"\n },\n \"leaderboard_gpqa_diamond\"\ |
|
: {\n \"acc_norm,none\": 0.21212121212121213,\n \"acc_norm_stderr,none\"\ |
|
: 0.029126522834586825,\n \"alias\": \" - leaderboard_gpqa_diamond\"\n \ |
|
\ },\n \"leaderboard_gpqa_extended\": {\n \"acc_norm,none\": 0.3058608058608059,\n\ |
|
\ \"acc_norm_stderr,none\": 0.019737263843674805,\n \"alias\": \"\ |
|
\ - leaderboard_gpqa_extended\"\n },\n \"leaderboard_gpqa_main\": {\n \ |
|
\ \"acc_norm,none\": 0.3080357142857143,\n \"acc_norm_stderr,none\":\ |
|
\ 0.021836780796366414,\n \"alias\": \" - leaderboard_gpqa_main\"\n },\n\ |
|
\ \"leaderboard_ifeval\": {\n \"prompt_level_strict_acc,none\": 0.17744916820702403,\n\ |
|
\ \"prompt_level_strict_acc_stderr,none\": 0.016440744379699803,\n \ |
|
\ \"inst_level_strict_acc,none\": 0.290167865707434,\n \"inst_level_strict_acc_stderr,none\"\ |
|
: \"N/A\",\n \"prompt_level_loose_acc,none\": 0.1922365988909427,\n \ |
|
\ \"prompt_level_loose_acc_stderr,none\": 0.016957555343212673,\n \"inst_level_loose_acc,none\"\ |
|
: 0.3069544364508393,\n \"inst_level_loose_acc_stderr,none\": \"N/A\",\n\ |
|
\ \"alias\": \" - leaderboard_ifeval\"\n },\n \"leaderboard_math_hard\"\ |
|
: {\n \"exact_match,none\": 0.016616314199395767,\n \"exact_match_stderr,none\"\ |
|
: 0.003490362865637672,\n \"alias\": \" - leaderboard_math_hard\"\n },\n\ |
|
\ \"leaderboard_math_algebra_hard\": {\n \"exact_match,none\": 0.03908794788273615,\n\ |
|
\ \"exact_match_stderr,none\": 0.011079050508657057,\n \"alias\":\ |
|
\ \" - leaderboard_math_algebra_hard\"\n },\n \"leaderboard_math_counting_and_prob_hard\"\ |
|
: {\n \"exact_match,none\": 0.008130081300813009,\n \"exact_match_stderr,none\"\ |
|
: 0.008130081300813002,\n \"alias\": \" - leaderboard_math_counting_and_prob_hard\"\ |
|
\n },\n \"leaderboard_math_geometry_hard\": {\n \"exact_match,none\"\ |
|
: 0.0,\n \"exact_match_stderr,none\": 0.0,\n \"alias\": \" - leaderboard_math_geometry_hard\"\ |
|
\n },\n \"leaderboard_math_intermediate_algebra_hard\": {\n \"exact_match,none\"\ |
|
: 0.0,\n \"exact_match_stderr,none\": 0.0,\n \"alias\": \" - leaderboard_math_intermediate_algebra_hard\"\ |
|
\n },\n \"leaderboard_math_num_theory_hard\": {\n \"exact_match,none\"\ |
|
: 0.012987012987012988,\n \"exact_match_stderr,none\": 0.009153145279150206,\n\ |
|
\ \"alias\": \" - leaderboard_math_num_theory_hard\"\n },\n \"leaderboard_math_prealgebra_hard\"\ |
|
: {\n \"exact_match,none\": 0.03626943005181347,\n \"exact_match_stderr,none\"\ |
|
: 0.01349265975129516,\n \"alias\": \" - leaderboard_math_prealgebra_hard\"\ |
|
\n },\n \"leaderboard_math_precalculus_hard\": {\n \"exact_match,none\"\ |
|
: 0.0,\n \"exact_match_stderr,none\": 0.0,\n \"alias\": \" - leaderboard_math_precalculus_hard\"\ |
|
\n },\n \"leaderboard_mmlu_pro\": {\n \"acc,none\": 0.2109375,\n \ |
|
\ \"acc_stderr,none\": 0.003719475787321419,\n \"alias\": \" - leaderboard_mmlu_pro\"\ |
|
\n },\n \"leaderboard_musr\": {\n \"acc_norm,none\": 0.376984126984127,\n\ |
|
\ \"acc_norm_stderr,none\": 0.01707469586252989,\n \"alias\": \" -\ |
|
\ leaderboard_musr\"\n },\n \"leaderboard_musr_murder_mysteries\": {\n \ |
|
\ \"acc_norm,none\": 0.552,\n \"acc_norm_stderr,none\": 0.03151438761115351,\n\ |
|
\ \"alias\": \" - leaderboard_musr_murder_mysteries\"\n },\n \"leaderboard_musr_object_placements\"\ |
|
: {\n \"acc_norm,none\": 0.2734375,\n \"acc_norm_stderr,none\": 0.027912287939448926,\n\ |
|
\ \"alias\": \" - leaderboard_musr_object_placements\"\n },\n \"leaderboard_musr_team_allocation\"\ |
|
: {\n \"acc_norm,none\": 0.308,\n \"acc_norm_stderr,none\": 0.029256928606501864,\n\ |
|
\ \"alias\": \" - leaderboard_musr_team_allocation\"\n }\n}\n```" |
|
repo_url: https://huggingface.co/h2oai/h2o-danube3-4b-base |
|
leaderboard_url: '' |
|
point_of_contact: '' |
|
configs: |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_boolean_expressions |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_boolean_expressions_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_boolean_expressions_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_causal_judgement |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_causal_judgement_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_causal_judgement_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_date_understanding |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_date_understanding_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_date_understanding_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_disambiguation_qa |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_disambiguation_qa_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_disambiguation_qa_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_formal_fallacies |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_formal_fallacies_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_formal_fallacies_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_geometric_shapes |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_geometric_shapes_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_geometric_shapes_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_hyperbaton |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_hyperbaton_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_hyperbaton_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_logical_deduction_five_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_five_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_five_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_logical_deduction_seven_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_seven_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_seven_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_logical_deduction_three_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_three_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_logical_deduction_three_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_movie_recommendation |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_movie_recommendation_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_movie_recommendation_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_navigate |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_navigate_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_navigate_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_object_counting |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_object_counting_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_object_counting_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_penguins_in_a_table |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_penguins_in_a_table_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_penguins_in_a_table_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_reasoning_about_colored_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_reasoning_about_colored_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_reasoning_about_colored_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_ruin_names |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_ruin_names_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_ruin_names_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_salient_translation_error_detection |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_salient_translation_error_detection_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_salient_translation_error_detection_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_snarks |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_snarks_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_snarks_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_sports_understanding |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_sports_understanding_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_sports_understanding_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_temporal_sequences |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_temporal_sequences_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_temporal_sequences_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_tracking_shuffled_objects_five_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_five_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_five_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_tracking_shuffled_objects_seven_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_seven_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_seven_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_tracking_shuffled_objects_three_objects |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_three_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_tracking_shuffled_objects_three_objects_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_bbh_web_of_lies |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_bbh_web_of_lies_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_bbh_web_of_lies_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_gpqa_diamond |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_gpqa_diamond_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_gpqa_diamond_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_gpqa_extended |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_gpqa_extended_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_gpqa_extended_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_gpqa_main |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_gpqa_main_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_gpqa_main_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_ifeval |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_ifeval_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_ifeval_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_algebra_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_algebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_algebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_counting_and_prob_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_counting_and_prob_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_counting_and_prob_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_geometry_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_geometry_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_geometry_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_intermediate_algebra_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_intermediate_algebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_intermediate_algebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_num_theory_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_num_theory_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_num_theory_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_prealgebra_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_prealgebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_prealgebra_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_math_precalculus_hard |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_math_precalculus_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_math_precalculus_hard_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_mmlu_pro |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_mmlu_pro_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_mmlu_pro_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_musr_murder_mysteries |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_musr_murder_mysteries_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_musr_murder_mysteries_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_musr_object_placements |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_musr_object_placements_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_musr_object_placements_2024-08-12T22-27-33.121015.jsonl' |
|
- config_name: h2oai__h2o-danube3-4b-base__leaderboard_musr_team_allocation |
|
data_files: |
|
- split: 2024_08_12T22_27_33.121015 |
|
path: |
|
- '**/samples_leaderboard_musr_team_allocation_2024-08-12T22-27-33.121015.jsonl' |
|
- split: latest |
|
path: |
|
- '**/samples_leaderboard_musr_team_allocation_2024-08-12T22-27-33.121015.jsonl' |
|
--- |
|
|
|
# Dataset Card for Evaluation run of h2oai/h2o-danube3-4b-base |
|
|
|
<!-- Provide a quick summary of the dataset. --> |
|
|
|
Dataset automatically created during the evaluation run of model [h2oai/h2o-danube3-4b-base](https://huggingface.co/h2oai/h2o-danube3-4b-base) |
|
The dataset is composed of 38 configuration(s), each one corresponding 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. |
|
|
|
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/h2oai__h2o-danube3-4b-base-details", |
|
name="h2oai__h2o-danube3-4b-base__leaderboard_bbh_boolean_expressions", |
|
split="latest" |
|
) |
|
``` |
|
|
|
## Latest results |
|
|
|
These are the [latest results from run 2024-08-12T22-27-33.121015](https://huggingface.co/datasets/open-llm-leaderboard/h2oai__h2o-danube3-4b-base-details/blob/main/h2oai__h2o-danube3-4b-base/results_2024-08-12T22-27-33.121015.json) (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval): |
|
|
|
```python |
|
{ |
|
"all": { |
|
"leaderboard": { |
|
"acc_norm,none": 0.34855363860422883, |
|
"acc_norm_stderr,none": 0.005161198320898596, |
|
"prompt_level_strict_acc,none": 0.17744916820702403, |
|
"prompt_level_strict_acc_stderr,none": 0.016440744379699807, |
|
"inst_level_strict_acc,none": 0.290167865707434, |
|
"inst_level_strict_acc_stderr,none": "N/A", |
|
"prompt_level_loose_acc,none": 0.1922365988909427, |
|
"prompt_level_loose_acc_stderr,none": 0.016957555343212673, |
|
"inst_level_loose_acc,none": 0.3069544364508393, |
|
"inst_level_loose_acc_stderr,none": "N/A", |
|
"acc,none": 0.2109375, |
|
"acc_stderr,none": 0.0037194757873214193, |
|
"exact_match,none": 0.016616314199395767, |
|
"exact_match_stderr,none": 0.003490362865637672, |
|
"alias": "leaderboard" |
|
}, |
|
"leaderboard_bbh": { |
|
"acc_norm,none": 0.3567089047040444, |
|
"acc_norm_stderr,none": 0.005940741064010105, |
|
"alias": " - leaderboard_bbh" |
|
}, |
|
"leaderboard_bbh_boolean_expressions": { |
|
"acc_norm,none": 0.528, |
|
"acc_norm_stderr,none": 0.031636489531544396, |
|
"alias": " - leaderboard_bbh_boolean_expressions" |
|
}, |
|
"leaderboard_bbh_causal_judgement": { |
|
"acc_norm,none": 0.5294117647058824, |
|
"acc_norm_stderr,none": 0.03659829510813268, |
|
"alias": " - leaderboard_bbh_causal_judgement" |
|
}, |
|
"leaderboard_bbh_date_understanding": { |
|
"acc_norm,none": 0.324, |
|
"acc_norm_stderr,none": 0.029658294924545567, |
|
"alias": " - leaderboard_bbh_date_understanding" |
|
}, |
|
"leaderboard_bbh_disambiguation_qa": { |
|
"acc_norm,none": 0.64, |
|
"acc_norm_stderr,none": 0.03041876402517499, |
|
"alias": " - leaderboard_bbh_disambiguation_qa" |
|
}, |
|
"leaderboard_bbh_formal_fallacies": { |
|
"acc_norm,none": 0.464, |
|
"acc_norm_stderr,none": 0.031603975145223735, |
|
"alias": " - leaderboard_bbh_formal_fallacies" |
|
}, |
|
"leaderboard_bbh_geometric_shapes": { |
|
"acc_norm,none": 0.092, |
|
"acc_norm_stderr,none": 0.018316275379429644, |
|
"alias": " - leaderboard_bbh_geometric_shapes" |
|
}, |
|
"leaderboard_bbh_hyperbaton": { |
|
"acc_norm,none": 0.56, |
|
"acc_norm_stderr,none": 0.03145724452223563, |
|
"alias": " - leaderboard_bbh_hyperbaton" |
|
}, |
|
"leaderboard_bbh_logical_deduction_five_objects": { |
|
"acc_norm,none": 0.224, |
|
"acc_norm_stderr,none": 0.026421361687347905, |
|
"alias": " - leaderboard_bbh_logical_deduction_five_objects" |
|
}, |
|
"leaderboard_bbh_logical_deduction_seven_objects": { |
|
"acc_norm,none": 0.152, |
|
"acc_norm_stderr,none": 0.02275202449176547, |
|
"alias": " - leaderboard_bbh_logical_deduction_seven_objects" |
|
}, |
|
"leaderboard_bbh_logical_deduction_three_objects": { |
|
"acc_norm,none": 0.364, |
|
"acc_norm_stderr,none": 0.030491555220405562, |
|
"alias": " - leaderboard_bbh_logical_deduction_three_objects" |
|
}, |
|
"leaderboard_bbh_movie_recommendation": { |
|
"acc_norm,none": 0.388, |
|
"acc_norm_stderr,none": 0.03088103874899392, |
|
"alias": " - leaderboard_bbh_movie_recommendation" |
|
}, |
|
"leaderboard_bbh_navigate": { |
|
"acc_norm,none": 0.416, |
|
"acc_norm_stderr,none": 0.031235856237014577, |
|
"alias": " - leaderboard_bbh_navigate" |
|
}, |
|
"leaderboard_bbh_object_counting": { |
|
"acc_norm,none": 0.388, |
|
"acc_norm_stderr,none": 0.03088103874899392, |
|
"alias": " - leaderboard_bbh_object_counting" |
|
}, |
|
"leaderboard_bbh_penguins_in_a_table": { |
|
"acc_norm,none": 0.3219178082191781, |
|
"acc_norm_stderr,none": 0.03879981629627135, |
|
"alias": " - leaderboard_bbh_penguins_in_a_table" |
|
}, |
|
"leaderboard_bbh_reasoning_about_colored_objects": { |
|
"acc_norm,none": 0.256, |
|
"acc_norm_stderr,none": 0.027657108718204905, |
|
"alias": " - leaderboard_bbh_reasoning_about_colored_objects" |
|
}, |
|
"leaderboard_bbh_ruin_names": { |
|
"acc_norm,none": 0.264, |
|
"acc_norm_stderr,none": 0.02793451895769091, |
|
"alias": " - leaderboard_bbh_ruin_names" |
|
}, |
|
"leaderboard_bbh_salient_translation_error_detection": { |
|
"acc_norm,none": 0.132, |
|
"acc_norm_stderr,none": 0.02145098082403811, |
|
"alias": " - leaderboard_bbh_salient_translation_error_detection" |
|
}, |
|
"leaderboard_bbh_snarks": { |
|
"acc_norm,none": 0.5224719101123596, |
|
"acc_norm_stderr,none": 0.037544325084871946, |
|
"alias": " - leaderboard_bbh_snarks" |
|
}, |
|
"leaderboard_bbh_sports_understanding": { |
|
"acc_norm,none": 0.692, |
|
"acc_norm_stderr,none": 0.029256928606501864, |
|
"alias": " - leaderboard_bbh_sports_understanding" |
|
}, |
|
"leaderboard_bbh_temporal_sequences": { |
|
"acc_norm,none": 0.224, |
|
"acc_norm_stderr,none": 0.026421361687347912, |
|
"alias": " - leaderboard_bbh_temporal_sequences" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_five_objects": { |
|
"acc_norm,none": 0.176, |
|
"acc_norm_stderr,none": 0.024133497525457098, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": { |
|
"acc_norm,none": 0.172, |
|
"acc_norm_stderr,none": 0.023915513944486218, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_three_objects": { |
|
"acc_norm,none": 0.332, |
|
"acc_norm_stderr,none": 0.02984403904746589, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects" |
|
}, |
|
"leaderboard_bbh_web_of_lies": { |
|
"acc_norm,none": 0.476, |
|
"acc_norm_stderr,none": 0.03164968895968782, |
|
"alias": " - leaderboard_bbh_web_of_lies" |
|
}, |
|
"leaderboard_gpqa": { |
|
"acc_norm,none": 0.2911073825503356, |
|
"acc_norm_stderr,none": 0.013134490833122068, |
|
"alias": " - leaderboard_gpqa" |
|
}, |
|
"leaderboard_gpqa_diamond": { |
|
"acc_norm,none": 0.21212121212121213, |
|
"acc_norm_stderr,none": 0.029126522834586825, |
|
"alias": " - leaderboard_gpqa_diamond" |
|
}, |
|
"leaderboard_gpqa_extended": { |
|
"acc_norm,none": 0.3058608058608059, |
|
"acc_norm_stderr,none": 0.019737263843674805, |
|
"alias": " - leaderboard_gpqa_extended" |
|
}, |
|
"leaderboard_gpqa_main": { |
|
"acc_norm,none": 0.3080357142857143, |
|
"acc_norm_stderr,none": 0.021836780796366414, |
|
"alias": " - leaderboard_gpqa_main" |
|
}, |
|
"leaderboard_ifeval": { |
|
"prompt_level_strict_acc,none": 0.17744916820702403, |
|
"prompt_level_strict_acc_stderr,none": 0.016440744379699803, |
|
"inst_level_strict_acc,none": 0.290167865707434, |
|
"inst_level_strict_acc_stderr,none": "N/A", |
|
"prompt_level_loose_acc,none": 0.1922365988909427, |
|
"prompt_level_loose_acc_stderr,none": 0.016957555343212673, |
|
"inst_level_loose_acc,none": 0.3069544364508393, |
|
"inst_level_loose_acc_stderr,none": "N/A", |
|
"alias": " - leaderboard_ifeval" |
|
}, |
|
"leaderboard_math_hard": { |
|
"exact_match,none": 0.016616314199395767, |
|
"exact_match_stderr,none": 0.003490362865637672, |
|
"alias": " - leaderboard_math_hard" |
|
}, |
|
"leaderboard_math_algebra_hard": { |
|
"exact_match,none": 0.03908794788273615, |
|
"exact_match_stderr,none": 0.011079050508657057, |
|
"alias": " - leaderboard_math_algebra_hard" |
|
}, |
|
"leaderboard_math_counting_and_prob_hard": { |
|
"exact_match,none": 0.008130081300813009, |
|
"exact_match_stderr,none": 0.008130081300813002, |
|
"alias": " - leaderboard_math_counting_and_prob_hard" |
|
}, |
|
"leaderboard_math_geometry_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_geometry_hard" |
|
}, |
|
"leaderboard_math_intermediate_algebra_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_intermediate_algebra_hard" |
|
}, |
|
"leaderboard_math_num_theory_hard": { |
|
"exact_match,none": 0.012987012987012988, |
|
"exact_match_stderr,none": 0.009153145279150206, |
|
"alias": " - leaderboard_math_num_theory_hard" |
|
}, |
|
"leaderboard_math_prealgebra_hard": { |
|
"exact_match,none": 0.03626943005181347, |
|
"exact_match_stderr,none": 0.01349265975129516, |
|
"alias": " - leaderboard_math_prealgebra_hard" |
|
}, |
|
"leaderboard_math_precalculus_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_precalculus_hard" |
|
}, |
|
"leaderboard_mmlu_pro": { |
|
"acc,none": 0.2109375, |
|
"acc_stderr,none": 0.003719475787321419, |
|
"alias": " - leaderboard_mmlu_pro" |
|
}, |
|
"leaderboard_musr": { |
|
"acc_norm,none": 0.376984126984127, |
|
"acc_norm_stderr,none": 0.01707469586252989, |
|
"alias": " - leaderboard_musr" |
|
}, |
|
"leaderboard_musr_murder_mysteries": { |
|
"acc_norm,none": 0.552, |
|
"acc_norm_stderr,none": 0.03151438761115351, |
|
"alias": " - leaderboard_musr_murder_mysteries" |
|
}, |
|
"leaderboard_musr_object_placements": { |
|
"acc_norm,none": 0.2734375, |
|
"acc_norm_stderr,none": 0.027912287939448926, |
|
"alias": " - leaderboard_musr_object_placements" |
|
}, |
|
"leaderboard_musr_team_allocation": { |
|
"acc_norm,none": 0.308, |
|
"acc_norm_stderr,none": 0.029256928606501864, |
|
"alias": " - leaderboard_musr_team_allocation" |
|
} |
|
}, |
|
"leaderboard": { |
|
"acc_norm,none": 0.34855363860422883, |
|
"acc_norm_stderr,none": 0.005161198320898596, |
|
"prompt_level_strict_acc,none": 0.17744916820702403, |
|
"prompt_level_strict_acc_stderr,none": 0.016440744379699807, |
|
"inst_level_strict_acc,none": 0.290167865707434, |
|
"inst_level_strict_acc_stderr,none": "N/A", |
|
"prompt_level_loose_acc,none": 0.1922365988909427, |
|
"prompt_level_loose_acc_stderr,none": 0.016957555343212673, |
|
"inst_level_loose_acc,none": 0.3069544364508393, |
|
"inst_level_loose_acc_stderr,none": "N/A", |
|
"acc,none": 0.2109375, |
|
"acc_stderr,none": 0.0037194757873214193, |
|
"exact_match,none": 0.016616314199395767, |
|
"exact_match_stderr,none": 0.003490362865637672, |
|
"alias": "leaderboard" |
|
}, |
|
"leaderboard_bbh": { |
|
"acc_norm,none": 0.3567089047040444, |
|
"acc_norm_stderr,none": 0.005940741064010105, |
|
"alias": " - leaderboard_bbh" |
|
}, |
|
"leaderboard_bbh_boolean_expressions": { |
|
"acc_norm,none": 0.528, |
|
"acc_norm_stderr,none": 0.031636489531544396, |
|
"alias": " - leaderboard_bbh_boolean_expressions" |
|
}, |
|
"leaderboard_bbh_causal_judgement": { |
|
"acc_norm,none": 0.5294117647058824, |
|
"acc_norm_stderr,none": 0.03659829510813268, |
|
"alias": " - leaderboard_bbh_causal_judgement" |
|
}, |
|
"leaderboard_bbh_date_understanding": { |
|
"acc_norm,none": 0.324, |
|
"acc_norm_stderr,none": 0.029658294924545567, |
|
"alias": " - leaderboard_bbh_date_understanding" |
|
}, |
|
"leaderboard_bbh_disambiguation_qa": { |
|
"acc_norm,none": 0.64, |
|
"acc_norm_stderr,none": 0.03041876402517499, |
|
"alias": " - leaderboard_bbh_disambiguation_qa" |
|
}, |
|
"leaderboard_bbh_formal_fallacies": { |
|
"acc_norm,none": 0.464, |
|
"acc_norm_stderr,none": 0.031603975145223735, |
|
"alias": " - leaderboard_bbh_formal_fallacies" |
|
}, |
|
"leaderboard_bbh_geometric_shapes": { |
|
"acc_norm,none": 0.092, |
|
"acc_norm_stderr,none": 0.018316275379429644, |
|
"alias": " - leaderboard_bbh_geometric_shapes" |
|
}, |
|
"leaderboard_bbh_hyperbaton": { |
|
"acc_norm,none": 0.56, |
|
"acc_norm_stderr,none": 0.03145724452223563, |
|
"alias": " - leaderboard_bbh_hyperbaton" |
|
}, |
|
"leaderboard_bbh_logical_deduction_five_objects": { |
|
"acc_norm,none": 0.224, |
|
"acc_norm_stderr,none": 0.026421361687347905, |
|
"alias": " - leaderboard_bbh_logical_deduction_five_objects" |
|
}, |
|
"leaderboard_bbh_logical_deduction_seven_objects": { |
|
"acc_norm,none": 0.152, |
|
"acc_norm_stderr,none": 0.02275202449176547, |
|
"alias": " - leaderboard_bbh_logical_deduction_seven_objects" |
|
}, |
|
"leaderboard_bbh_logical_deduction_three_objects": { |
|
"acc_norm,none": 0.364, |
|
"acc_norm_stderr,none": 0.030491555220405562, |
|
"alias": " - leaderboard_bbh_logical_deduction_three_objects" |
|
}, |
|
"leaderboard_bbh_movie_recommendation": { |
|
"acc_norm,none": 0.388, |
|
"acc_norm_stderr,none": 0.03088103874899392, |
|
"alias": " - leaderboard_bbh_movie_recommendation" |
|
}, |
|
"leaderboard_bbh_navigate": { |
|
"acc_norm,none": 0.416, |
|
"acc_norm_stderr,none": 0.031235856237014577, |
|
"alias": " - leaderboard_bbh_navigate" |
|
}, |
|
"leaderboard_bbh_object_counting": { |
|
"acc_norm,none": 0.388, |
|
"acc_norm_stderr,none": 0.03088103874899392, |
|
"alias": " - leaderboard_bbh_object_counting" |
|
}, |
|
"leaderboard_bbh_penguins_in_a_table": { |
|
"acc_norm,none": 0.3219178082191781, |
|
"acc_norm_stderr,none": 0.03879981629627135, |
|
"alias": " - leaderboard_bbh_penguins_in_a_table" |
|
}, |
|
"leaderboard_bbh_reasoning_about_colored_objects": { |
|
"acc_norm,none": 0.256, |
|
"acc_norm_stderr,none": 0.027657108718204905, |
|
"alias": " - leaderboard_bbh_reasoning_about_colored_objects" |
|
}, |
|
"leaderboard_bbh_ruin_names": { |
|
"acc_norm,none": 0.264, |
|
"acc_norm_stderr,none": 0.02793451895769091, |
|
"alias": " - leaderboard_bbh_ruin_names" |
|
}, |
|
"leaderboard_bbh_salient_translation_error_detection": { |
|
"acc_norm,none": 0.132, |
|
"acc_norm_stderr,none": 0.02145098082403811, |
|
"alias": " - leaderboard_bbh_salient_translation_error_detection" |
|
}, |
|
"leaderboard_bbh_snarks": { |
|
"acc_norm,none": 0.5224719101123596, |
|
"acc_norm_stderr,none": 0.037544325084871946, |
|
"alias": " - leaderboard_bbh_snarks" |
|
}, |
|
"leaderboard_bbh_sports_understanding": { |
|
"acc_norm,none": 0.692, |
|
"acc_norm_stderr,none": 0.029256928606501864, |
|
"alias": " - leaderboard_bbh_sports_understanding" |
|
}, |
|
"leaderboard_bbh_temporal_sequences": { |
|
"acc_norm,none": 0.224, |
|
"acc_norm_stderr,none": 0.026421361687347912, |
|
"alias": " - leaderboard_bbh_temporal_sequences" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_five_objects": { |
|
"acc_norm,none": 0.176, |
|
"acc_norm_stderr,none": 0.024133497525457098, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": { |
|
"acc_norm,none": 0.172, |
|
"acc_norm_stderr,none": 0.023915513944486218, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects" |
|
}, |
|
"leaderboard_bbh_tracking_shuffled_objects_three_objects": { |
|
"acc_norm,none": 0.332, |
|
"acc_norm_stderr,none": 0.02984403904746589, |
|
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects" |
|
}, |
|
"leaderboard_bbh_web_of_lies": { |
|
"acc_norm,none": 0.476, |
|
"acc_norm_stderr,none": 0.03164968895968782, |
|
"alias": " - leaderboard_bbh_web_of_lies" |
|
}, |
|
"leaderboard_gpqa": { |
|
"acc_norm,none": 0.2911073825503356, |
|
"acc_norm_stderr,none": 0.013134490833122068, |
|
"alias": " - leaderboard_gpqa" |
|
}, |
|
"leaderboard_gpqa_diamond": { |
|
"acc_norm,none": 0.21212121212121213, |
|
"acc_norm_stderr,none": 0.029126522834586825, |
|
"alias": " - leaderboard_gpqa_diamond" |
|
}, |
|
"leaderboard_gpqa_extended": { |
|
"acc_norm,none": 0.3058608058608059, |
|
"acc_norm_stderr,none": 0.019737263843674805, |
|
"alias": " - leaderboard_gpqa_extended" |
|
}, |
|
"leaderboard_gpqa_main": { |
|
"acc_norm,none": 0.3080357142857143, |
|
"acc_norm_stderr,none": 0.021836780796366414, |
|
"alias": " - leaderboard_gpqa_main" |
|
}, |
|
"leaderboard_ifeval": { |
|
"prompt_level_strict_acc,none": 0.17744916820702403, |
|
"prompt_level_strict_acc_stderr,none": 0.016440744379699803, |
|
"inst_level_strict_acc,none": 0.290167865707434, |
|
"inst_level_strict_acc_stderr,none": "N/A", |
|
"prompt_level_loose_acc,none": 0.1922365988909427, |
|
"prompt_level_loose_acc_stderr,none": 0.016957555343212673, |
|
"inst_level_loose_acc,none": 0.3069544364508393, |
|
"inst_level_loose_acc_stderr,none": "N/A", |
|
"alias": " - leaderboard_ifeval" |
|
}, |
|
"leaderboard_math_hard": { |
|
"exact_match,none": 0.016616314199395767, |
|
"exact_match_stderr,none": 0.003490362865637672, |
|
"alias": " - leaderboard_math_hard" |
|
}, |
|
"leaderboard_math_algebra_hard": { |
|
"exact_match,none": 0.03908794788273615, |
|
"exact_match_stderr,none": 0.011079050508657057, |
|
"alias": " - leaderboard_math_algebra_hard" |
|
}, |
|
"leaderboard_math_counting_and_prob_hard": { |
|
"exact_match,none": 0.008130081300813009, |
|
"exact_match_stderr,none": 0.008130081300813002, |
|
"alias": " - leaderboard_math_counting_and_prob_hard" |
|
}, |
|
"leaderboard_math_geometry_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_geometry_hard" |
|
}, |
|
"leaderboard_math_intermediate_algebra_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_intermediate_algebra_hard" |
|
}, |
|
"leaderboard_math_num_theory_hard": { |
|
"exact_match,none": 0.012987012987012988, |
|
"exact_match_stderr,none": 0.009153145279150206, |
|
"alias": " - leaderboard_math_num_theory_hard" |
|
}, |
|
"leaderboard_math_prealgebra_hard": { |
|
"exact_match,none": 0.03626943005181347, |
|
"exact_match_stderr,none": 0.01349265975129516, |
|
"alias": " - leaderboard_math_prealgebra_hard" |
|
}, |
|
"leaderboard_math_precalculus_hard": { |
|
"exact_match,none": 0.0, |
|
"exact_match_stderr,none": 0.0, |
|
"alias": " - leaderboard_math_precalculus_hard" |
|
}, |
|
"leaderboard_mmlu_pro": { |
|
"acc,none": 0.2109375, |
|
"acc_stderr,none": 0.003719475787321419, |
|
"alias": " - leaderboard_mmlu_pro" |
|
}, |
|
"leaderboard_musr": { |
|
"acc_norm,none": 0.376984126984127, |
|
"acc_norm_stderr,none": 0.01707469586252989, |
|
"alias": " - leaderboard_musr" |
|
}, |
|
"leaderboard_musr_murder_mysteries": { |
|
"acc_norm,none": 0.552, |
|
"acc_norm_stderr,none": 0.03151438761115351, |
|
"alias": " - leaderboard_musr_murder_mysteries" |
|
}, |
|
"leaderboard_musr_object_placements": { |
|
"acc_norm,none": 0.2734375, |
|
"acc_norm_stderr,none": 0.027912287939448926, |
|
"alias": " - leaderboard_musr_object_placements" |
|
}, |
|
"leaderboard_musr_team_allocation": { |
|
"acc_norm,none": 0.308, |
|
"acc_norm_stderr,none": 0.029256928606501864, |
|
"alias": " - leaderboard_musr_team_allocation" |
|
} |
|
} |
|
``` |
|
|
|
## Dataset Details |
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### Dataset Description |
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<!-- Provide a longer summary of what this dataset is. --> |
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- **Curated by:** [More Information Needed] |
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- **Funded by [optional]:** [More Information Needed] |
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- **Shared by [optional]:** [More Information Needed] |
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## Uses |
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### Direct Use |
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### Out-of-Scope Use |
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## Dataset Structure |
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## Dataset Creation |
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### Curation Rationale |
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### Source Data |
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#### Data Collection and Processing |
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#### Who are the source data producers? |
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### Annotations [optional] |
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#### Annotation process |
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#### Who are the annotators? |
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#### Personal and Sensitive Information |
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## Bias, Risks, and Limitations |
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### Recommendations |
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## Citation [optional] |
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**BibTeX:** |
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## Glossary [optional] |
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