open-llm-leaderboard/nbeerbower__SmolNemo-12B-FFT-experimental-details

Dataset Card for Evaluation run of nbeerbower/SmolNemo-12B-FFT-experimental

Dataset automatically created during the evaluation run of model nbeerbower/SmolNemo-12B-FFT-experimental 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/nbeerbower__SmolNemo-12B-FFT-experimental-details",
    name="nbeerbower__SmolNemo-12B-FFT-experimental__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-26T14-25-05.274812 (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": {
            "exact_match,none": 0.0022658610271903325,
            "exact_match_stderr,none": 0.0013033993997712437,
            "acc,none": 0.12167553191489362,
            "acc_stderr,none": 0.00298042538697658,
            "inst_level_strict_acc,none": 0.4052757793764988,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.43285371702637887,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.28835489833641403,
            "prompt_level_loose_acc_stderr,none": 0.019493890350654804,
            "prompt_level_strict_acc,none": 0.2643253234750462,
            "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
            "acc_norm,none": 0.3249448696328966,
            "acc_norm_stderr,none": 0.005137659887236521,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.33067175837528207,
            "acc_norm_stderr,none": 0.005934528594695999,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "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": 0.28,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.02925692860650181
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207671
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.026251792824605793
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.2534246575342466,
            "acc_norm_stderr,none": 0.03612245461624575
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.02391551394448624
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541117
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.112,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "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": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.244,
            "acc_norm_stderr,none": 0.02721799546455311
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097912
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.02915021337415965
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2600671140939597,
            "acc_norm_stderr,none": 0.01271198914591991,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.23737373737373738,
            "acc_norm_stderr,none": 0.030313710538198924
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2783882783882784,
            "acc_norm_stderr,none": 0.01919901779044858
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.24776785714285715,
            "acc_norm_stderr,none": 0.020419479344751287
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.2643253234750462,
            "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
            "inst_level_strict_acc,none": 0.4052757793764988,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.28835489833641403,
            "prompt_level_loose_acc_stderr,none": 0.019493890350654804,
            "inst_level_loose_acc,none": 0.43285371702637887,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0022658610271903325,
            "exact_match_stderr,none": 0.0013033993997712437,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.016260162601626018,
            "exact_match_stderr,none": 0.011450452676925654
        },
        "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": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "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": 0.0051813471502590676,
            "exact_match_stderr,none": 0.0051813471502590676
        },
        "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": 0.12167553191489362,
            "acc_stderr,none": 0.0029804253869765798
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3835978835978836,
            "acc_norm_stderr,none": 0.017256276154308168,
            "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": 0.24609375,
            "acc_norm_stderr,none": 0.026973597563786113
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        }
    },
    "leaderboard": {
        "exact_match,none": 0.0022658610271903325,
        "exact_match_stderr,none": 0.0013033993997712437,
        "acc,none": 0.12167553191489362,
        "acc_stderr,none": 0.00298042538697658,
        "inst_level_strict_acc,none": 0.4052757793764988,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.43285371702637887,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.28835489833641403,
        "prompt_level_loose_acc_stderr,none": 0.019493890350654804,
        "prompt_level_strict_acc,none": 0.2643253234750462,
        "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
        "acc_norm,none": 0.3249448696328966,
        "acc_norm_stderr,none": 0.005137659887236521,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.33067175837528207,
        "acc_norm_stderr,none": 0.005934528594695999,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "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": 0.28,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.02925692860650181
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207671
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.026251792824605793
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.2534246575342466,
        "acc_norm_stderr,none": 0.03612245461624575
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.02391551394448624
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541117
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.112,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "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": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.244,
        "acc_norm_stderr,none": 0.02721799546455311
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097912
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.02915021337415965
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2600671140939597,
        "acc_norm_stderr,none": 0.01271198914591991,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.23737373737373738,
        "acc_norm_stderr,none": 0.030313710538198924
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2783882783882784,
        "acc_norm_stderr,none": 0.01919901779044858
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.24776785714285715,
        "acc_norm_stderr,none": 0.020419479344751287
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.2643253234750462,
        "prompt_level_strict_acc_stderr,none": 0.018976469193346637,
        "inst_level_strict_acc,none": 0.4052757793764988,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.28835489833641403,
        "prompt_level_loose_acc_stderr,none": 0.019493890350654804,
        "inst_level_loose_acc,none": 0.43285371702637887,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0022658610271903325,
        "exact_match_stderr,none": 0.0013033993997712437,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.016260162601626018,
        "exact_match_stderr,none": 0.011450452676925654
    },
    "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": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "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": 0.0051813471502590676,
        "exact_match_stderr,none": 0.0051813471502590676
    },
    "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": 0.12167553191489362,
        "acc_stderr,none": 0.0029804253869765798
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3835978835978836,
        "acc_norm_stderr,none": 0.017256276154308168,
        "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": 0.24609375,
        "acc_norm_stderr,none": 0.026973597563786113
    },
    "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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Data Collection and Processing

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Who are the source data producers?

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Annotation process

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Who are the annotators?

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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.

Citation [optional]

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Glossary [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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