open-llm-leaderboard/princeton-nlp__Llama-3-Base-8B-SFT-SLiC-HF-details

Dataset Card for Evaluation run of princeton-nlp/Llama-3-Base-8B-SFT-SLiC-HF

Dataset automatically created during the evaluation run of model princeton-nlp/Llama-3-Base-8B-SFT-SLiC-HF 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:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/princeton-nlp__Llama-3-Base-8B-SFT-SLiC-HF-details",
    name="princeton-nlp__Llama-3-Base-8B-SFT-SLiC-HF__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-07T06-16-48.580292 (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_strict_acc,none": 0.43253234750462105,
            "prompt_level_strict_acc_stderr,none": 0.021319792398178074,
            "acc_norm,none": 0.43520560383966794,
            "acc_norm_stderr,none": 0.0052995235026284185,
            "prompt_level_loose_acc,none": 0.46950092421441775,
            "prompt_level_loose_acc_stderr,none": 0.02147650768114301,
            "inst_level_strict_acc,none": 0.5455635491606715,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.5767386091127098,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.0445619335347432,
            "exact_match_stderr,none": 0.005580971146030135,
            "acc,none": 0.30634973404255317,
            "acc_stderr,none": 0.004202697861155183,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.46936295781982296,
            "acc_norm_stderr,none": 0.006135482379566081,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.026078657663732734,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6042780748663101,
            "acc_norm_stderr,none": 0.03585560071592546,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.0315632850612134,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.02975239182447537,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.02984403904746591,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.030343680657153215,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825298,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.031486849425545735,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.030696336267394587,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.030343680657153215,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223573,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4383561643835616,
            "acc_norm_stderr,none": 0.041205961866139534,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511683,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.48314606741573035,
            "acc_norm_stderr,none": 0.037560944447344806,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865174,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336496,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336485,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.021450980824038096,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968781,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.28691275167785235,
            "acc_norm_stderr,none": 0.013111985739662579,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646843,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2948717948717949,
            "acc_norm_stderr,none": 0.01953225605335247,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.29017857142857145,
            "acc_norm_stderr,none": 0.02146611544057122,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.43253234750462105,
            "prompt_level_strict_acc_stderr,none": 0.02131979239817807,
            "inst_level_strict_acc,none": 0.5455635491606715,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.46950092421441775,
            "prompt_level_loose_acc_stderr,none": 0.02147650768114301,
            "inst_level_loose_acc,none": 0.5767386091127098,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0445619335347432,
            "exact_match_stderr,none": 0.005580971146030135,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.048859934853420196,
            "exact_match_stderr,none": 0.012323610584631155,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.032520325203252036,
            "exact_match_stderr,none": 0.01605899820587974,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.013021046909063718,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.00616368419476161,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.025974025974025976,
            "exact_match_stderr,none": 0.012859058999697076,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.13471502590673576,
            "exact_match_stderr,none": 0.024639789097709443,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.014648038602753778,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.30634973404255317,
            "acc_stderr,none": 0.004202697861155183,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4087301587301587,
            "acc_norm_stderr,none": 0.017518285558126286,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.031514387611153515,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.36328125,
            "acc_norm_stderr,none": 0.030117937030518287,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.43253234750462105,
        "prompt_level_strict_acc_stderr,none": 0.021319792398178074,
        "acc_norm,none": 0.43520560383966794,
        "acc_norm_stderr,none": 0.0052995235026284185,
        "prompt_level_loose_acc,none": 0.46950092421441775,
        "prompt_level_loose_acc_stderr,none": 0.02147650768114301,
        "inst_level_strict_acc,none": 0.5455635491606715,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.5767386091127098,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.0445619335347432,
        "exact_match_stderr,none": 0.005580971146030135,
        "acc,none": 0.30634973404255317,
        "acc_stderr,none": 0.004202697861155183,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.46936295781982296,
        "acc_norm_stderr,none": 0.006135482379566081,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.026078657663732734,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6042780748663101,
        "acc_norm_stderr,none": 0.03585560071592546,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.0315632850612134,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.02975239182447537,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.02984403904746591,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.030343680657153215,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825298,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.031486849425545735,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.030696336267394587,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.030343680657153215,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223573,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4383561643835616,
        "acc_norm_stderr,none": 0.041205961866139534,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511683,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.48314606741573035,
        "acc_norm_stderr,none": 0.037560944447344806,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865174,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336496,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336485,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.021450980824038096,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968781,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.28691275167785235,
        "acc_norm_stderr,none": 0.013111985739662579,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646843,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2948717948717949,
        "acc_norm_stderr,none": 0.01953225605335247,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.29017857142857145,
        "acc_norm_stderr,none": 0.02146611544057122,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.43253234750462105,
        "prompt_level_strict_acc_stderr,none": 0.02131979239817807,
        "inst_level_strict_acc,none": 0.5455635491606715,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.46950092421441775,
        "prompt_level_loose_acc_stderr,none": 0.02147650768114301,
        "inst_level_loose_acc,none": 0.5767386091127098,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0445619335347432,
        "exact_match_stderr,none": 0.005580971146030135,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.048859934853420196,
        "exact_match_stderr,none": 0.012323610584631155,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.032520325203252036,
        "exact_match_stderr,none": 0.01605899820587974,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.013021046909063718,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.00616368419476161,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.025974025974025976,
        "exact_match_stderr,none": 0.012859058999697076,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.13471502590673576,
        "exact_match_stderr,none": 0.024639789097709443,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.014648038602753778,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.30634973404255317,
        "acc_stderr,none": 0.004202697861155183,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4087301587301587,
        "acc_norm_stderr,none": 0.017518285558126286,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.031514387611153515,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.36328125,
        "acc_norm_stderr,none": 0.030117937030518287,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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