open-llm-leaderboard/BAAI__Infinity-Instruct-7M-Gen-Llama3_1-70B-details

Dataset Card for Evaluation run of BAAI/Infinity-Instruct-7M-Gen-Llama3_1-70B

Dataset automatically created during the evaluation run of model BAAI/Infinity-Instruct-7M-Gen-Llama3_1-70B 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/BAAI__Infinity-Instruct-7M-Gen-Llama3_1-70B-details",
    name="BAAI__Infinity-Instruct-7M-Gen-Llama3_1-70B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-29T01-05-56.315539 (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": {
            "inst_level_strict_acc,none": 0.7757793764988009,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.6013750162148138,
            "acc_norm_stderr,none": 0.005049176862943214,
            "prompt_level_loose_acc,none": 0.7208872458410351,
            "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
            "inst_level_loose_acc,none": 0.7997601918465228,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.6913123844731978,
            "prompt_level_strict_acc_stderr,none": 0.019879245251116447,
            "exact_match,none": 0.2107250755287009,
            "exact_match_stderr,none": 0.01059051853346332,
            "acc,none": 0.460688164893617,
            "acc_stderr,none": 0.00454435907142123,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6675924318694672,
            "acc_norm_stderr,none": 0.0056548752610373915,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941462994,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6737967914438503,
            "acc_norm_stderr,none": 0.03437574439341203,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.03076011604262604,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.026078657663732716,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652239007,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.030562070620993167,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.02820008829630999,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401195,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.844,
            "acc_norm_stderr,none": 0.02299502303406875,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.864,
            "acc_norm_stderr,none": 0.02172334261705207,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.02904089347757585,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.03104602102825325,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.684931506849315,
            "acc_norm_stderr,none": 0.038578208765414145,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989172005,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171426,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.030696336267394587,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.797752808988764,
            "acc_norm_stderr,none": 0.030191784786322555,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989172026,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.964,
            "acc_norm_stderr,none": 0.011805655169278133,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.029150213374159673,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.02793451895769091,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465902,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.37583892617449666,
            "acc_norm_stderr,none": 0.014038669226053957,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.37373737373737376,
            "acc_norm_stderr,none": 0.03446897738659333,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.39194139194139194,
            "acc_norm_stderr,none": 0.020911492701797128,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.35714285714285715,
            "acc_norm_stderr,none": 0.022663368463226877,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6913123844731978,
            "prompt_level_strict_acc_stderr,none": 0.019879245251116447,
            "inst_level_strict_acc,none": 0.7757793764988009,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7208872458410351,
            "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
            "inst_level_loose_acc,none": 0.7997601918465228,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2107250755287009,
            "exact_match_stderr,none": 0.01059051853346332,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.3257328990228013,
            "exact_match_stderr,none": 0.026790824782735284,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.1951219512195122,
            "exact_match_stderr,none": 0.0358788233093556,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.05303030303030303,
            "exact_match_stderr,none": 0.019579177674335202,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.060714285714285714,
            "exact_match_stderr,none": 0.014296910615037482,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2532467532467532,
            "exact_match_stderr,none": 0.035157241113655896,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.41968911917098445,
            "exact_match_stderr,none": 0.03561587327685884,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.08148148148148149,
            "exact_match_stderr,none": 0.023633117677786912,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.460688164893617,
            "acc_stderr,none": 0.00454435907142123,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4523809523809524,
            "acc_norm_stderr,none": 0.017438586379105454,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.26171875,
            "acc_norm_stderr,none": 0.027526959754524398,
            "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": {
        "inst_level_strict_acc,none": 0.7757793764988009,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.6013750162148138,
        "acc_norm_stderr,none": 0.005049176862943214,
        "prompt_level_loose_acc,none": 0.7208872458410351,
        "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
        "inst_level_loose_acc,none": 0.7997601918465228,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.6913123844731978,
        "prompt_level_strict_acc_stderr,none": 0.019879245251116447,
        "exact_match,none": 0.2107250755287009,
        "exact_match_stderr,none": 0.01059051853346332,
        "acc,none": 0.460688164893617,
        "acc_stderr,none": 0.00454435907142123,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6675924318694672,
        "acc_norm_stderr,none": 0.0056548752610373915,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941462994,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6737967914438503,
        "acc_norm_stderr,none": 0.03437574439341203,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.03076011604262604,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.026078657663732716,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652239007,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.030562070620993167,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.02820008829630999,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401195,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.844,
        "acc_norm_stderr,none": 0.02299502303406875,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.864,
        "acc_norm_stderr,none": 0.02172334261705207,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.02904089347757585,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.03104602102825325,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.684931506849315,
        "acc_norm_stderr,none": 0.038578208765414145,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989172005,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171426,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.030696336267394587,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.797752808988764,
        "acc_norm_stderr,none": 0.030191784786322555,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989172026,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.964,
        "acc_norm_stderr,none": 0.011805655169278133,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.029150213374159673,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.02793451895769091,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465902,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.37583892617449666,
        "acc_norm_stderr,none": 0.014038669226053957,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.37373737373737376,
        "acc_norm_stderr,none": 0.03446897738659333,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.39194139194139194,
        "acc_norm_stderr,none": 0.020911492701797128,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.35714285714285715,
        "acc_norm_stderr,none": 0.022663368463226877,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6913123844731978,
        "prompt_level_strict_acc_stderr,none": 0.019879245251116447,
        "inst_level_strict_acc,none": 0.7757793764988009,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7208872458410351,
        "prompt_level_loose_acc_stderr,none": 0.019303080958497216,
        "inst_level_loose_acc,none": 0.7997601918465228,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2107250755287009,
        "exact_match_stderr,none": 0.01059051853346332,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.3257328990228013,
        "exact_match_stderr,none": 0.026790824782735284,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.1951219512195122,
        "exact_match_stderr,none": 0.0358788233093556,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.05303030303030303,
        "exact_match_stderr,none": 0.019579177674335202,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.060714285714285714,
        "exact_match_stderr,none": 0.014296910615037482,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2532467532467532,
        "exact_match_stderr,none": 0.035157241113655896,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.41968911917098445,
        "exact_match_stderr,none": 0.03561587327685884,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.08148148148148149,
        "exact_match_stderr,none": 0.023633117677786912,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.460688164893617,
        "acc_stderr,none": 0.00454435907142123,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4523809523809524,
        "acc_norm_stderr,none": 0.017438586379105454,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.26171875,
        "acc_norm_stderr,none": 0.027526959754524398,
        "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

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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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