open-llm-leaderboard/insightfactory__Llama-3.2-3B-Instruct-unsloth-bnb-4bitlora_model-details

Dataset Card for Evaluation run of insightfactory/Llama-3.2-3B-Instruct-unsloth-bnb-4bitlora_model

Dataset automatically created during the evaluation run of model insightfactory/Llama-3.2-3B-Instruct-unsloth-bnb-4bitlora_model 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/insightfactory__Llama-3.2-3B-Instruct-unsloth-bnb-4bitlora_model-details",
    name="insightfactory__Llama-3.2-3B-Instruct-unsloth-bnb-4bitlora_model__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-02-24T23-21-34.760056 (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": 0.10498489425981873,
            "exact_match_stderr,none": 0.008180718045701028,
            "prompt_level_strict_acc,none": 0.39371534195933455,
            "prompt_level_strict_acc_stderr,none": 0.021024834145872404,
            "inst_level_loose_acc,none": 0.5779376498800959,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.5239808153477218,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.3848748216370476,
            "acc_norm_stderr,none": 0.005270613483107955,
            "acc,none": 0.2960438829787234,
            "acc_stderr,none": 0.004161979876995756,
            "prompt_level_loose_acc,none": 0.44731977818853974,
            "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.41294914077417116,
            "acc_norm_stderr,none": 0.006147273496935816,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.025156857313255922
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5294117647058824,
            "acc_norm_stderr,none": 0.03659829510813266
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.029561724955240978
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268498
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953852
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253316
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3424657534246575,
            "acc_norm_stderr,none": 0.03940794258783979
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.550561797752809,
            "acc_norm_stderr,none": 0.037389649660569645
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207671
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.108,
            "acc_norm_stderr,none": 0.019669559381568776
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27181208053691275,
            "acc_norm_stderr,none": 0.012894537156812108,
            "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": 0.27901785714285715,
            "acc_norm_stderr,none": 0.021214094157265946
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.39371534195933455,
            "prompt_level_strict_acc_stderr,none": 0.021024834145872404,
            "inst_level_strict_acc,none": 0.5239808153477218,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.44731977818853974,
            "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
            "inst_level_loose_acc,none": 0.5779376498800959,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.10498489425981873,
            "exact_match_stderr,none": 0.008180718045701028,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.20195439739413681,
            "exact_match_stderr,none": 0.02294984719268677
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.056910569105691054,
            "exact_match_stderr,none": 0.020974566219895126
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632696
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888855
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.1038961038961039,
            "exact_match_stderr,none": 0.02466795220435413
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.19170984455958548,
            "exact_match_stderr,none": 0.028408953626245216
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032457
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.2960438829787234,
            "acc_stderr,none": 0.004161979876995756
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3492063492063492,
            "acc_norm_stderr,none": 0.016757457342804403,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.265625,
            "acc_norm_stderr,none": 0.027658162598649488
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        }
    },
    "leaderboard": {
        "exact_match,none": 0.10498489425981873,
        "exact_match_stderr,none": 0.008180718045701028,
        "prompt_level_strict_acc,none": 0.39371534195933455,
        "prompt_level_strict_acc_stderr,none": 0.021024834145872404,
        "inst_level_loose_acc,none": 0.5779376498800959,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.5239808153477218,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.3848748216370476,
        "acc_norm_stderr,none": 0.005270613483107955,
        "acc,none": 0.2960438829787234,
        "acc_stderr,none": 0.004161979876995756,
        "prompt_level_loose_acc,none": 0.44731977818853974,
        "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.41294914077417116,
        "acc_norm_stderr,none": 0.006147273496935816,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.025156857313255922
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5294117647058824,
        "acc_norm_stderr,none": 0.03659829510813266
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.029561724955240978
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268498
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953852
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253316
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3424657534246575,
        "acc_norm_stderr,none": 0.03940794258783979
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.550561797752809,
        "acc_norm_stderr,none": 0.037389649660569645
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207671
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.108,
        "acc_norm_stderr,none": 0.019669559381568776
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27181208053691275,
        "acc_norm_stderr,none": 0.012894537156812108,
        "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": 0.27901785714285715,
        "acc_norm_stderr,none": 0.021214094157265946
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.39371534195933455,
        "prompt_level_strict_acc_stderr,none": 0.021024834145872404,
        "inst_level_strict_acc,none": 0.5239808153477218,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.44731977818853974,
        "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
        "inst_level_loose_acc,none": 0.5779376498800959,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.10498489425981873,
        "exact_match_stderr,none": 0.008180718045701028,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.20195439739413681,
        "exact_match_stderr,none": 0.02294984719268677
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.056910569105691054,
        "exact_match_stderr,none": 0.020974566219895126
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632696
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888855
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.1038961038961039,
        "exact_match_stderr,none": 0.02466795220435413
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.19170984455958548,
        "exact_match_stderr,none": 0.028408953626245216
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032457
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.2960438829787234,
        "acc_stderr,none": 0.004161979876995756
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3492063492063492,
        "acc_norm_stderr,none": 0.016757457342804403,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.265625,
        "acc_norm_stderr,none": 0.027658162598649488
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
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• Language(s) (NLP): [More Information Needed]
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Dataset Sources [optional]

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Uses

Direct Use

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Out-of-Scope Use

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Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Who are the source data producers?

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Annotations [optional]

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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