open-llm-leaderboard/KSU-HW-SEC__Llama3.1-70b-SVA-FT-1000step-details

Dataset Card for Evaluation run of KSU-HW-SEC/Llama3.1-70b-SVA-FT-1000step

Dataset automatically created during the evaluation run of model KSU-HW-SEC/Llama3.1-70b-SVA-FT-1000step 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/KSU-HW-SEC__Llama3.1-70b-SVA-FT-1000step-details",
    name="KSU-HW-SEC__Llama3.1-70b-SVA-FT-1000step__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-14T13-17-42.155979 (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": 0.6802218114602587,
            "prompt_level_strict_acc_stderr,none": 0.020070251556580192,
            "acc,none": 0.5251828457446809,
            "acc_stderr,none": 0.004552685005545227,
            "inst_level_loose_acc,none": 0.815347721822542,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7467652495378928,
            "prompt_level_loose_acc_stderr,none": 0.018713577543655487,
            "exact_match,none": 0.29607250755287007,
            "exact_match_stderr,none": 0.01166361687263622,
            "inst_level_strict_acc,none": 0.7673860911270983,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.6210922298612012,
            "acc_norm_stderr,none": 0.0050236658526304845,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6891164728345773,
            "acc_norm_stderr,none": 0.005597065659823382,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.908,
            "acc_norm_stderr,none": 0.018316275379429644,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260321,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379617,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.712,
            "acc_norm_stderr,none": 0.028697004587398215,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.028328537274211335,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253244,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501864,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.02993325909419152,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548495,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.94,
            "acc_norm_stderr,none": 0.015050117079158766,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.02515685731325594,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.02915021337415967,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.02904089347757585,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6986301369863014,
            "acc_norm_stderr,none": 0.03810566694037848,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652239007,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083875,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.030104503392316392,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8258426966292135,
            "acc_norm_stderr,none": 0.028505776702038,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.94,
            "acc_norm_stderr,none": 0.01505011707915874,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.988,
            "acc_norm_stderr,none": 0.006900323023694285,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.02975239182447537,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.030418764025174988,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375374,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3959731543624161,
            "acc_norm_stderr,none": 0.014179758624740968,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3787878787878788,
            "acc_norm_stderr,none": 0.03456088731993747,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.4065934065934066,
            "acc_norm_stderr,none": 0.0210405989514364,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.390625,
            "acc_norm_stderr,none": 0.023076427311939374,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6802218114602587,
            "prompt_level_strict_acc_stderr,none": 0.020070251556580192,
            "inst_level_strict_acc,none": 0.7673860911270983,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7467652495378928,
            "prompt_level_loose_acc_stderr,none": 0.018713577543655487,
            "inst_level_loose_acc,none": 0.815347721822542,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.29607250755287007,
            "exact_match_stderr,none": 0.011663616872636222,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.48859934853420195,
            "exact_match_stderr,none": 0.028575666389919197,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.25203252032520324,
            "exact_match_stderr,none": 0.039308795268239924,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.17424242424242425,
            "exact_match_stderr,none": 0.033141151034356706,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.08928571428571429,
            "exact_match_stderr,none": 0.01707182544577211,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.34415584415584416,
            "exact_match_stderr,none": 0.038408927942357285,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.49740932642487046,
            "exact_match_stderr,none": 0.03608390745384486,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.1037037037037037,
            "exact_match_stderr,none": 0.026337256617444453,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5251828457446809,
            "acc_stderr,none": 0.004552685005545227,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4576719576719577,
            "acc_norm_stderr,none": 0.017472073147204704,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.03135596892377262,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.26953125,
            "acc_norm_stderr,none": 0.02778659256840428,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.03160397514522375,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.6802218114602587,
        "prompt_level_strict_acc_stderr,none": 0.020070251556580192,
        "acc,none": 0.5251828457446809,
        "acc_stderr,none": 0.004552685005545227,
        "inst_level_loose_acc,none": 0.815347721822542,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7467652495378928,
        "prompt_level_loose_acc_stderr,none": 0.018713577543655487,
        "exact_match,none": 0.29607250755287007,
        "exact_match_stderr,none": 0.01166361687263622,
        "inst_level_strict_acc,none": 0.7673860911270983,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.6210922298612012,
        "acc_norm_stderr,none": 0.0050236658526304845,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6891164728345773,
        "acc_norm_stderr,none": 0.005597065659823382,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.908,
        "acc_norm_stderr,none": 0.018316275379429644,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260321,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379617,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.712,
        "acc_norm_stderr,none": 0.028697004587398215,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.028328537274211335,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253244,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501864,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.02993325909419152,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548495,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.94,
        "acc_norm_stderr,none": 0.015050117079158766,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.02515685731325594,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.02915021337415967,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.02904089347757585,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6986301369863014,
        "acc_norm_stderr,none": 0.03810566694037848,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652239007,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083875,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.030104503392316392,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8258426966292135,
        "acc_norm_stderr,none": 0.028505776702038,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.94,
        "acc_norm_stderr,none": 0.01505011707915874,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.988,
        "acc_norm_stderr,none": 0.006900323023694285,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.02975239182447537,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.030418764025174988,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375374,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3959731543624161,
        "acc_norm_stderr,none": 0.014179758624740968,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3787878787878788,
        "acc_norm_stderr,none": 0.03456088731993747,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.4065934065934066,
        "acc_norm_stderr,none": 0.0210405989514364,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.390625,
        "acc_norm_stderr,none": 0.023076427311939374,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6802218114602587,
        "prompt_level_strict_acc_stderr,none": 0.020070251556580192,
        "inst_level_strict_acc,none": 0.7673860911270983,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7467652495378928,
        "prompt_level_loose_acc_stderr,none": 0.018713577543655487,
        "inst_level_loose_acc,none": 0.815347721822542,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.29607250755287007,
        "exact_match_stderr,none": 0.011663616872636222,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.48859934853420195,
        "exact_match_stderr,none": 0.028575666389919197,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.25203252032520324,
        "exact_match_stderr,none": 0.039308795268239924,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.17424242424242425,
        "exact_match_stderr,none": 0.033141151034356706,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.08928571428571429,
        "exact_match_stderr,none": 0.01707182544577211,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.34415584415584416,
        "exact_match_stderr,none": 0.038408927942357285,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.49740932642487046,
        "exact_match_stderr,none": 0.03608390745384486,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.1037037037037037,
        "exact_match_stderr,none": 0.026337256617444453,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5251828457446809,
        "acc_stderr,none": 0.004552685005545227,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4576719576719577,
        "acc_norm_stderr,none": 0.017472073147204704,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.03135596892377262,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.26953125,
        "acc_norm_stderr,none": 0.02778659256840428,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.03160397514522375,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]

Dataset Sources [optional]

• Repository: [More Information Needed]
• Paper [optional]: [More Information Needed]
• Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Data Collection and Processing

[More Information Needed]

Who are the source data producers?

[More Information Needed]

Annotations [optional]

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Bias, Risks, and Limitations

[More Information Needed]

Recommendations

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

Citation [optional]

BibTeX:

[More Information Needed]

APA:

[More Information Needed]

Glossary [optional]

[More Information Needed]

More Information [optional]

[More Information Needed]

Dataset Card Authors [optional]

[More Information Needed]

Dataset Card Contact

[More Information Needed]