open-llm-leaderboard/Intel__neural-chat-7b-v3-details

Dataset Card for Evaluation run of Intel/neural-chat-7b-v3

Dataset automatically created during the evaluation run of model Intel/neural-chat-7b-v3 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/Intel__neural-chat-7b-v3-details-private",
    name="Intel__neural-chat-7b-v3__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-16T20-41-03.719929 (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": {
            "acc,none": 0.3020296879733414,
            "acc_stderr,none": 0.003894007468675141,
            "acc_norm,none": 0.4953271028037383,
            "acc_norm_stderr,none": 0.004947778401753027,
            "prompt_level_loose_acc,none": 0.2255083179297597,
            "prompt_level_loose_acc_stderr,none": 0.017984268664495602,
            "inst_level_strict_acc,none": 0.3393285371702638,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.02190332326283988,
            "exact_match_stderr,none": 0.004010273818863693,
            "inst_level_loose_acc,none": 0.3537170263788969,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.21626617375231053,
            "prompt_level_strict_acc_stderr,none": 0.017716654428910125,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.6322525597269625,
            "acc_stderr,none": 0.014090995618168475,
            "acc_norm,none": 0.6612627986348123,
            "acc_norm_stderr,none": 0.01383056892797433,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5023433431695886,
            "acc_norm_stderr,none": 0.006095853424822884,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865154,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6470588235294118,
            "acc_norm_stderr,none": 0.035040199834192355,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.030343680657153208,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.03034368065715321,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.031457244522235646,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.029462657598578676,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4315068493150685,
            "acc_norm_stderr,none": 0.041131302645371924,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6853932584269663,
            "acc_norm_stderr,none": 0.034903364554591094,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.024133497525457116,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068734,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379624,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.29194630872483224,
            "acc_norm_stderr,none": 0.013179217668818854,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.03135305009533086,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.29304029304029305,
            "acc_norm_stderr,none": 0.019496773654296973,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.30357142857142855,
            "acc_norm_stderr,none": 0.02174778223291751,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.21626617375231053,
            "prompt_level_strict_acc_stderr,none": 0.017716654428910125,
            "inst_level_strict_acc,none": 0.3393285371702638,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.2255083179297597,
            "prompt_level_loose_acc_stderr,none": 0.017984268664495602,
            "inst_level_loose_acc,none": 0.3537170263788969,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.02190332326283988,
            "exact_match_stderr,none": 0.004010273818863693,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.03257328990228013,
            "exact_match_stderr,none": 0.010147969095125777,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813004,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.010672768637174736,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285696,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.032467532467532464,
            "exact_match_stderr,none": 0.014328862002759752,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.046632124352331605,
            "exact_match_stderr,none": 0.01521676181926258,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407403,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.26986369680851063,
            "acc_stderr,none": 0.004046908084544051,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.5052910052910053,
            "acc_norm_stderr,none": 0.01813802649711924,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.03135596892377261,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.48046875,
            "acc_norm_stderr,none": 0.03128731687362685,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.3020296879733414,
        "acc_stderr,none": 0.003894007468675141,
        "acc_norm,none": 0.4953271028037383,
        "acc_norm_stderr,none": 0.004947778401753027,
        "prompt_level_loose_acc,none": 0.2255083179297597,
        "prompt_level_loose_acc_stderr,none": 0.017984268664495602,
        "inst_level_strict_acc,none": 0.3393285371702638,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.02190332326283988,
        "exact_match_stderr,none": 0.004010273818863693,
        "inst_level_loose_acc,none": 0.3537170263788969,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.21626617375231053,
        "prompt_level_strict_acc_stderr,none": 0.017716654428910125,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.6322525597269625,
        "acc_stderr,none": 0.014090995618168475,
        "acc_norm,none": 0.6612627986348123,
        "acc_norm_stderr,none": 0.01383056892797433,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5023433431695886,
        "acc_norm_stderr,none": 0.006095853424822884,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865154,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6470588235294118,
        "acc_norm_stderr,none": 0.035040199834192355,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.030343680657153208,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.03034368065715321,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.031457244522235646,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.029462657598578676,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4315068493150685,
        "acc_norm_stderr,none": 0.041131302645371924,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6853932584269663,
        "acc_norm_stderr,none": 0.034903364554591094,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.024133497525457116,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068734,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379624,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.29194630872483224,
        "acc_norm_stderr,none": 0.013179217668818854,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.03135305009533086,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.29304029304029305,
        "acc_norm_stderr,none": 0.019496773654296973,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.30357142857142855,
        "acc_norm_stderr,none": 0.02174778223291751,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.21626617375231053,
        "prompt_level_strict_acc_stderr,none": 0.017716654428910125,
        "inst_level_strict_acc,none": 0.3393285371702638,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.2255083179297597,
        "prompt_level_loose_acc_stderr,none": 0.017984268664495602,
        "inst_level_loose_acc,none": 0.3537170263788969,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.02190332326283988,
        "exact_match_stderr,none": 0.004010273818863693,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.03257328990228013,
        "exact_match_stderr,none": 0.010147969095125777,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813004,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.010672768637174736,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285696,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.032467532467532464,
        "exact_match_stderr,none": 0.014328862002759752,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.046632124352331605,
        "exact_match_stderr,none": 0.01521676181926258,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407403,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.26986369680851063,
        "acc_stderr,none": 0.004046908084544051,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.5052910052910053,
        "acc_norm_stderr,none": 0.01813802649711924,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.03135596892377261,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.48046875,
        "acc_norm_stderr,none": 0.03128731687362685,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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