Dataset Card for Evaluation run of Columbia-NLP/LION-Gemma-2b-sft-v1.0

Dataset automatically created during the evaluation run of model Columbia-NLP/LION-Gemma-2b-sft-v1.0 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/Columbia-NLP__LION-Gemma-2b-sft-v1.0-details",
    name="Columbia-NLP__LION-Gemma-2b-sft-v1.0__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-13T04-56-06.975578 (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": {
            "inst_level_strict_acc,none": 0.4316546762589928,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.3068391866913124,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
            "exact_match,none": 0.0513595166163142,
            "exact_match_stderr,none": 0.005935254931356777,
            "acc_norm,none": 0.3664547930989752,
            "acc_norm_stderr,none": 0.005220750401495055,
            "inst_level_loose_acc,none": 0.4628297362110312,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.17819148936170212,
            "acc_stderr,none": 0.0034888149344457016,
            "prompt_level_loose_acc,none": 0.3345656192236599,
            "prompt_level_loose_acc_stderr,none": 0.02030469137804561,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.3846554417635827,
            "acc_norm_stderr,none": 0.006055881029653006,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465902,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5508021390374331,
            "acc_norm_stderr,none": 0.0364720501817238,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.02975239182447536,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.031457244522235646,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.02869700458739821,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.272,
            "acc_norm_stderr,none": 0.028200088296310002,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.023465261002076757,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558313,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.03135596892377261,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.02690933759495383,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.3356164383561644,
            "acc_norm_stderr,none": 0.039214533254314066,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.26,
            "acc_norm_stderr,none": 0.027797315752644308,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.025721398901416392,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.030418764025175002,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5786516853932584,
            "acc_norm_stderr,none": 0.03711441405960187,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.030343680657153208,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.025721398901416392,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.02625179282460584,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465885,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2558724832214765,
            "acc_norm_stderr,none": 0.01263833500887904,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.21212121212121213,
            "acc_norm_stderr,none": 0.02912652283458682,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27472527472527475,
            "acc_norm_stderr,none": 0.019120635768881594,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.25223214285714285,
            "acc_norm_stderr,none": 0.02054139101648797,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3068391866913124,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
            "inst_level_strict_acc,none": 0.4316546762589928,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3345656192236599,
            "prompt_level_loose_acc_stderr,none": 0.02030469137804561,
            "inst_level_loose_acc,none": 0.4628297362110312,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0513595166163142,
            "exact_match_stderr,none": 0.005935254931356777,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.09446254071661238,
            "exact_match_stderr,none": 0.01671946237036845,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.016260162601626018,
            "exact_match_stderr,none": 0.011450452676925654,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.010672768637174757,
            "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": 0.05844155844155844,
            "exact_match_stderr,none": 0.01896438745195783,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.12953367875647667,
            "exact_match_stderr,none": 0.02423353229775872,
            "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": 0.17819148936170212,
            "acc_stderr,none": 0.0034888149344457016,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4021164021164021,
            "acc_norm_stderr,none": 0.017532669081195357,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.03160397514522373,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.32421875,
            "acc_norm_stderr,none": 0.029312444800629493,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511697,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.4316546762589928,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.3068391866913124,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
        "exact_match,none": 0.0513595166163142,
        "exact_match_stderr,none": 0.005935254931356777,
        "acc_norm,none": 0.3664547930989752,
        "acc_norm_stderr,none": 0.005220750401495055,
        "inst_level_loose_acc,none": 0.4628297362110312,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.17819148936170212,
        "acc_stderr,none": 0.0034888149344457016,
        "prompt_level_loose_acc,none": 0.3345656192236599,
        "prompt_level_loose_acc_stderr,none": 0.02030469137804561,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.3846554417635827,
        "acc_norm_stderr,none": 0.006055881029653006,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465902,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5508021390374331,
        "acc_norm_stderr,none": 0.0364720501817238,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.02975239182447536,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.031457244522235646,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.02869700458739821,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.272,
        "acc_norm_stderr,none": 0.028200088296310002,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.023465261002076757,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558313,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.03135596892377261,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.02690933759495383,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.3356164383561644,
        "acc_norm_stderr,none": 0.039214533254314066,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.26,
        "acc_norm_stderr,none": 0.027797315752644308,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.025721398901416392,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.030418764025175002,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5786516853932584,
        "acc_norm_stderr,none": 0.03711441405960187,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.030343680657153208,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.025721398901416392,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.02625179282460584,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465885,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2558724832214765,
        "acc_norm_stderr,none": 0.01263833500887904,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.21212121212121213,
        "acc_norm_stderr,none": 0.02912652283458682,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27472527472527475,
        "acc_norm_stderr,none": 0.019120635768881594,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.25223214285714285,
        "acc_norm_stderr,none": 0.02054139101648797,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3068391866913124,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
        "inst_level_strict_acc,none": 0.4316546762589928,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3345656192236599,
        "prompt_level_loose_acc_stderr,none": 0.02030469137804561,
        "inst_level_loose_acc,none": 0.4628297362110312,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0513595166163142,
        "exact_match_stderr,none": 0.005935254931356777,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.09446254071661238,
        "exact_match_stderr,none": 0.01671946237036845,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.016260162601626018,
        "exact_match_stderr,none": 0.011450452676925654,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.010672768637174757,
        "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": 0.05844155844155844,
        "exact_match_stderr,none": 0.01896438745195783,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.12953367875647667,
        "exact_match_stderr,none": 0.02423353229775872,
        "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": 0.17819148936170212,
        "acc_stderr,none": 0.0034888149344457016,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4021164021164021,
        "acc_norm_stderr,none": 0.017532669081195357,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.03160397514522373,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.32421875,
        "acc_norm_stderr,none": 0.029312444800629493,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511697,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
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Columbia-NLP__LION-Gemma-2b-sft-v1.0-details

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