open-llm-leaderboard/vonjack__MobileLLM-125M-HF-details

Dataset Card for Evaluation run of vonjack/MobileLLM-125M-HF

Dataset automatically created during the evaluation run of model vonjack/MobileLLM-125M-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/vonjack__MobileLLM-125M-HF-details",
    name="vonjack__MobileLLM-125M-HF__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-18T08-05-01.489084 (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": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341272,
            "prompt_level_strict_acc,none": 0.15526802218114602,
            "prompt_level_strict_acc_stderr,none": 0.015584884858538131,
            "inst_level_strict_acc,none": 0.26618705035971224,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.3008172266182384,
            "acc_norm_stderr,none": 0.0049784760472098575,
            "exact_match,none": 0.003021148036253776,
            "exact_match_stderr,none": 0.0015083439450282341,
            "inst_level_loose_acc,none": 0.2733812949640288,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.1163563829787234,
            "acc_stderr,none": 0.0029233634659164794,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.29925360180524213,
            "acc_norm_stderr,none": 0.005692834997179618,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5187165775401069,
            "acc_norm_stderr,none": 0.03663608375537843
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097912
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.084,
            "acc_norm_stderr,none": 0.017578738526776348
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.025537121574548162
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336534
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.0,
            "acc_norm_stderr,none": 0.0
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.21232876712328766,
            "acc_norm_stderr,none": 0.03396197282917473
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.232,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.026251792824605793
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5224719101123596,
            "acc_norm_stderr,none": 0.03754432508487191
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.027934518957690866
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2600671140939597,
            "acc_norm_stderr,none": 0.01271729165731483,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330834
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.27106227106227104,
            "acc_norm_stderr,none": 0.01904063815660353
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.020357428454484603
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.15526802218114602,
            "prompt_level_strict_acc_stderr,none": 0.015584884858538131,
            "inst_level_strict_acc,none": 0.26618705035971224,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341276,
            "inst_level_loose_acc,none": 0.2733812949640288,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.003021148036253776,
            "exact_match_stderr,none": 0.0015083439450282341,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.005623391633915856
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285713
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.1163563829787234,
            "acc_stderr,none": 0.0029233634659164794
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.376984126984127,
            "acc_norm_stderr,none": 0.0171215447952819,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.2265625,
            "acc_norm_stderr,none": 0.026214195644894838
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341272,
        "prompt_level_strict_acc,none": 0.15526802218114602,
        "prompt_level_strict_acc_stderr,none": 0.015584884858538131,
        "inst_level_strict_acc,none": 0.26618705035971224,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.3008172266182384,
        "acc_norm_stderr,none": 0.0049784760472098575,
        "exact_match,none": 0.003021148036253776,
        "exact_match_stderr,none": 0.0015083439450282341,
        "inst_level_loose_acc,none": 0.2733812949640288,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.1163563829787234,
        "acc_stderr,none": 0.0029233634659164794,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.29925360180524213,
        "acc_norm_stderr,none": 0.005692834997179618,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5187165775401069,
        "acc_norm_stderr,none": 0.03663608375537843
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097912
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.084,
        "acc_norm_stderr,none": 0.017578738526776348
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.025537121574548162
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336534
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.0,
        "acc_norm_stderr,none": 0.0
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.21232876712328766,
        "acc_norm_stderr,none": 0.03396197282917473
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.232,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.026251792824605793
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5224719101123596,
        "acc_norm_stderr,none": 0.03754432508487191
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.027934518957690866
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2600671140939597,
        "acc_norm_stderr,none": 0.01271729165731483,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330834
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.27106227106227104,
        "acc_norm_stderr,none": 0.01904063815660353
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.020357428454484603
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.15526802218114602,
        "prompt_level_strict_acc_stderr,none": 0.015584884858538131,
        "inst_level_strict_acc,none": 0.26618705035971224,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341276,
        "inst_level_loose_acc,none": 0.2733812949640288,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.003021148036253776,
        "exact_match_stderr,none": 0.0015083439450282341,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.005623391633915856
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285713
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.1163563829787234,
        "acc_stderr,none": 0.0029233634659164794
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.376984126984127,
        "acc_norm_stderr,none": 0.0171215447952819,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.2265625,
        "acc_norm_stderr,none": 0.026214195644894838
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    }
}

Dataset Details

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Source Data

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

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