open-llm-leaderboard/VAGOsolutions__SauerkrautLM-v2-14b-DPO-details

Dataset Card for Evaluation run of VAGOsolutions/SauerkrautLM-v2-14b-DPO

Dataset automatically created during the evaluation run of model VAGOsolutions/SauerkrautLM-v2-14b-DPO The dataset is composed of 38 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(
    "open-llm-leaderboard/VAGOsolutions__SauerkrautLM-v2-14b-DPO-details",
    name="VAGOsolutions__SauerkrautLM-v2-14b-DPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-06T18-54-34.361166 (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": 0.51171875,
            "acc_stderr,none": 0.004557218226082599,
            "inst_level_loose_acc,none": 0.8165467625899281,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.7817745803357314,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5808794915034375,
            "acc_norm_stderr,none": 0.0050585686837275766,
            "exact_match,none": 0.27341389728096677,
            "exact_match_stderr,none": 0.011082078670595808,
            "prompt_level_loose_acc,none": 0.7467652495378928,
            "prompt_level_loose_acc_stderr,none": 0.018713577543655574,
            "prompt_level_strict_acc,none": 0.7005545286506469,
            "prompt_level_strict_acc_stderr,none": 0.019709834029672937,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6538795348029856,
            "acc_norm_stderr,none": 0.005707311889267799,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.9,
            "acc_norm_stderr,none": 0.01901172751573434
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6470588235294118,
            "acc_norm_stderr,none": 0.03504019983419238
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416368
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.596,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.96,
            "acc_norm_stderr,none": 0.012418408411301325
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.025901884690541117
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783231
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.6712328767123288,
            "acc_norm_stderr,none": 0.039011872811060326
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.84,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.8146067415730337,
            "acc_norm_stderr,none": 0.029210186884630146
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.764,
            "acc_norm_stderr,none": 0.026909337594953852
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.24,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578648
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3196308724832215,
            "acc_norm_stderr,none": 0.013521165466964536,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.3383838383838384,
            "acc_norm_stderr,none": 0.033711241426263
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.32051282051282054,
            "acc_norm_stderr,none": 0.019990105460697117
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.31026785714285715,
            "acc_norm_stderr,none": 0.021880380205954585
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.7005545286506469,
            "prompt_level_strict_acc_stderr,none": 0.019709834029672937,
            "inst_level_strict_acc,none": 0.7817745803357314,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7467652495378928,
            "prompt_level_loose_acc_stderr,none": 0.018713577543655574,
            "inst_level_loose_acc,none": 0.8165467625899281,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.27341389728096677,
            "exact_match_stderr,none": 0.011082078670595808,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.5244299674267101,
            "exact_match_stderr,none": 0.028548959019260772
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.1951219512195122,
            "exact_match_stderr,none": 0.035878823309355545
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.12878787878787878,
            "exact_match_stderr,none": 0.029266029217277584
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.060714285714285714,
            "exact_match_stderr,none": 0.014296910615037503
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.2792207792207792,
            "exact_match_stderr,none": 0.036268473829697126
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.47150259067357514,
            "exact_match_stderr,none": 0.03602573571288441
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.06666666666666667,
            "exact_match_stderr,none": 0.021548664505181808
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.51171875,
            "acc_stderr,none": 0.004557218226082599
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4365079365079365,
            "acc_norm_stderr,none": 0.017738322877967228,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.31640625,
            "acc_norm_stderr,none": 0.02912403057115479
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349
        }
    },
    "leaderboard": {
        "acc,none": 0.51171875,
        "acc_stderr,none": 0.004557218226082599,
        "inst_level_loose_acc,none": 0.8165467625899281,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.7817745803357314,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5808794915034375,
        "acc_norm_stderr,none": 0.0050585686837275766,
        "exact_match,none": 0.27341389728096677,
        "exact_match_stderr,none": 0.011082078670595808,
        "prompt_level_loose_acc,none": 0.7467652495378928,
        "prompt_level_loose_acc_stderr,none": 0.018713577543655574,
        "prompt_level_strict_acc,none": 0.7005545286506469,
        "prompt_level_strict_acc_stderr,none": 0.019709834029672937,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6538795348029856,
        "acc_norm_stderr,none": 0.005707311889267799,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.9,
        "acc_norm_stderr,none": 0.01901172751573434
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6470588235294118,
        "acc_norm_stderr,none": 0.03504019983419238
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416368
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.596,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.96,
        "acc_norm_stderr,none": 0.012418408411301325
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.025901884690541117
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783231
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.6712328767123288,
        "acc_norm_stderr,none": 0.039011872811060326
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.84,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.8146067415730337,
        "acc_norm_stderr,none": 0.029210186884630146
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.764,
        "acc_norm_stderr,none": 0.026909337594953852
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.24,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578648
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3196308724832215,
        "acc_norm_stderr,none": 0.013521165466964536,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.3383838383838384,
        "acc_norm_stderr,none": 0.033711241426263
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.32051282051282054,
        "acc_norm_stderr,none": 0.019990105460697117
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.31026785714285715,
        "acc_norm_stderr,none": 0.021880380205954585
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.7005545286506469,
        "prompt_level_strict_acc_stderr,none": 0.019709834029672937,
        "inst_level_strict_acc,none": 0.7817745803357314,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7467652495378928,
        "prompt_level_loose_acc_stderr,none": 0.018713577543655574,
        "inst_level_loose_acc,none": 0.8165467625899281,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.27341389728096677,
        "exact_match_stderr,none": 0.011082078670595808,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.5244299674267101,
        "exact_match_stderr,none": 0.028548959019260772
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.1951219512195122,
        "exact_match_stderr,none": 0.035878823309355545
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.12878787878787878,
        "exact_match_stderr,none": 0.029266029217277584
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.060714285714285714,
        "exact_match_stderr,none": 0.014296910615037503
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.2792207792207792,
        "exact_match_stderr,none": 0.036268473829697126
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.47150259067357514,
        "exact_match_stderr,none": 0.03602573571288441
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.06666666666666667,
        "exact_match_stderr,none": 0.021548664505181808
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.51171875,
        "acc_stderr,none": 0.004557218226082599
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4365079365079365,
        "acc_norm_stderr,none": 0.017738322877967228,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.31640625,
        "acc_norm_stderr,none": 0.02912403057115479
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
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