open-llm-leaderboard/CausalLM__14B-details

Dataset Card for Evaluation run of CausalLM/14B

Dataset automatically created during the evaluation run of model CausalLM/14B The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 2 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "HuggingFaceEvalInternal/CausalLM__14B-details-private",
    name="CausalLM__14B__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-16T22-41-11.628824 (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):

{
    "all": {
        "leaderboard": {
            "prompt_level_loose_acc,none": 0.28650646950092423,
            "prompt_level_loose_acc_stderr,none": 0.0194565285832117,
            "inst_level_strict_acc,none": 0.33213429256594723,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.03323262839879154,
            "exact_match_stderr,none": 0.004878498148789367,
            "acc,none": 0.3410330202968797,
            "acc_stderr,none": 0.004092046014337882,
            "inst_level_loose_acc,none": 0.38848920863309355,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.2255083179297597,
            "prompt_level_strict_acc_stderr,none": 0.0179842686644956,
            "acc_norm,none": 0.4544533273280036,
            "acc_norm_stderr,none": 0.005053000553193023,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.5349829351535836,
            "acc_stderr,none": 0.014575583922019663,
            "acc_norm,none": 0.5699658703071673,
            "acc_norm_stderr,none": 0.014467631559137984,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.46745356708904706,
            "acc_norm_stderr,none": 0.0062527826360784635,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.029561724955241033,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5775401069518716,
            "acc_norm_stderr,none": 0.036218240207533565,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572551,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.03162125257572551,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522373,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857868,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.03104602102825325,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.030104503392316385,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465902,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.596,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4383561643835616,
            "acc_norm_stderr,none": 0.04120596186613954,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405562,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6292134831460674,
            "acc_norm_stderr,none": 0.03630566062020186,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.744,
            "acc_norm_stderr,none": 0.027657108718204905,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.02765710871820491,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.02413349752545712,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.02198940964524027,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.03018656846451169,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3028523489932886,
            "acc_norm_stderr,none": 0.013323888588831516,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30808080808080807,
            "acc_norm_stderr,none": 0.03289477330098614,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2948717948717949,
            "acc_norm_stderr,none": 0.019532256053352473,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.31026785714285715,
            "acc_norm_stderr,none": 0.021880380205954647,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.2255083179297597,
            "prompt_level_strict_acc_stderr,none": 0.0179842686644956,
            "inst_level_strict_acc,none": 0.33213429256594723,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.28650646950092423,
            "prompt_level_loose_acc_stderr,none": 0.0194565285832117,
            "inst_level_loose_acc,none": 0.38848920863309355,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.03323262839879154,
            "exact_match_stderr,none": 0.004878498148789367,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.06840390879478828,
            "exact_match_stderr,none": 0.014430905249777205,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.032520325203252036,
            "exact_match_stderr,none": 0.016058998205879742,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757568,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.007142857142857143,
            "exact_match_stderr,none": 0.005041703051390575,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.006493506493506494,
            "exact_match_stderr,none": 0.006493506493506494,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.06735751295336788,
            "exact_match_stderr,none": 0.018088393839078912,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594362,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3221409574468085,
            "acc_stderr,none": 0.004260315930532477,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.41534391534391535,
            "acc_norm_stderr,none": 0.017572377053886597,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3984375,
            "acc_norm_stderr,none": 0.030658463859919664,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.02904089347757585,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.28650646950092423,
        "prompt_level_loose_acc_stderr,none": 0.0194565285832117,
        "inst_level_strict_acc,none": 0.33213429256594723,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.03323262839879154,
        "exact_match_stderr,none": 0.004878498148789367,
        "acc,none": 0.3410330202968797,
        "acc_stderr,none": 0.004092046014337882,
        "inst_level_loose_acc,none": 0.38848920863309355,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.2255083179297597,
        "prompt_level_strict_acc_stderr,none": 0.0179842686644956,
        "acc_norm,none": 0.4544533273280036,
        "acc_norm_stderr,none": 0.005053000553193023,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.5349829351535836,
        "acc_stderr,none": 0.014575583922019663,
        "acc_norm,none": 0.5699658703071673,
        "acc_norm_stderr,none": 0.014467631559137984,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.46745356708904706,
        "acc_norm_stderr,none": 0.0062527826360784635,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.029561724955241033,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5775401069518716,
        "acc_norm_stderr,none": 0.036218240207533565,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572551,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.03162125257572551,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522373,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857868,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.03104602102825325,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.030104503392316385,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465902,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.596,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4383561643835616,
        "acc_norm_stderr,none": 0.04120596186613954,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405562,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6292134831460674,
        "acc_norm_stderr,none": 0.03630566062020186,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.744,
        "acc_norm_stderr,none": 0.027657108718204905,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.02765710871820491,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.02413349752545712,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.02198940964524027,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.03018656846451169,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3028523489932886,
        "acc_norm_stderr,none": 0.013323888588831516,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30808080808080807,
        "acc_norm_stderr,none": 0.03289477330098614,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2948717948717949,
        "acc_norm_stderr,none": 0.019532256053352473,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.31026785714285715,
        "acc_norm_stderr,none": 0.021880380205954647,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.2255083179297597,
        "prompt_level_strict_acc_stderr,none": 0.0179842686644956,
        "inst_level_strict_acc,none": 0.33213429256594723,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.28650646950092423,
        "prompt_level_loose_acc_stderr,none": 0.0194565285832117,
        "inst_level_loose_acc,none": 0.38848920863309355,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.03323262839879154,
        "exact_match_stderr,none": 0.004878498148789367,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.06840390879478828,
        "exact_match_stderr,none": 0.014430905249777205,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.032520325203252036,
        "exact_match_stderr,none": 0.016058998205879742,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757568,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.007142857142857143,
        "exact_match_stderr,none": 0.005041703051390575,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.006493506493506494,
        "exact_match_stderr,none": 0.006493506493506494,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.06735751295336788,
        "exact_match_stderr,none": 0.018088393839078912,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594362,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3221409574468085,
        "acc_stderr,none": 0.004260315930532477,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.41534391534391535,
        "acc_norm_stderr,none": 0.017572377053886597,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3984375,
        "acc_norm_stderr,none": 0.030658463859919664,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.02904089347757585,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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