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open-llm-leaderboard-old/details_mncai__Mistral-7B-OpenOrca-1k

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Hugging Face2023-10-25 更新2024-06-22 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_mncai__Mistral-7B-OpenOrca-1k
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资源简介:
该数据集是在模型 mncai/Mistral-7B-OpenOrca-1k 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成,每个配置对应一个被评估的任务。数据集是从 2 次运行中生成的,每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果,这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了一个示例,展示了如何使用 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息。

该数据集是在模型 mncai/Mistral-7B-OpenOrca-1k 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成,每个配置对应一个被评估的任务。数据集是从 2 次运行中生成的,每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果,这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了一个示例,展示了如何使用 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息。
提供机构:
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 mncai/Mistral-7B-OpenOrca-1kOpen LLM Leaderboard 上的自动创建的。

数据集结构

  • 数据集包含 64 个配置,每个配置对应一个评估任务。
  • 数据集从 2 次运行中创建,每次运行作为一个特定的分割,分割名称使用运行的时间戳。
  • "train" 分割始终指向最新的结果。
  • 一个额外的配置 "results" 存储所有运行的聚合结果,用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_mncai__Mistral-7B-OpenOrca-1k", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-25T07:41:12.101153 运行的最新结果: python { "all": { "em": 0.0053481543624161075, "em_stderr": 0.0007469252903319289, "f1": 0.09739828020134218, "f1_stderr": 0.001857285751420582, "acc": 0.45294831833688076, "acc_stderr": 0.01023434017882167 }, "harness|drop|3": { "em": 0.0053481543624161075, "em_stderr": 0.0007469252903319289, "f1": 0.09739828020134218, "f1_stderr": 0.001857285751420582 }, "harness|gsm8k|5": { "acc": 0.1197877179681577, "acc_stderr": 0.008944213403553095 }, "harness|winogrande|5": { "acc": 0.7861089187056038, "acc_stderr": 0.011524466954090247 } }

配置详情

  • harness_arc_challenge_25

    • 分割: 2023_10_10T11_19_13.410150
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T11-19-13.410150.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T11-19-13.410150.parquet
  • harness_drop_3

    • 分割: 2023_10_25T07_41_12.101153
      • 路径: **/details_harness|drop|3_2023-10-25T07-41-12.101153.parquet
    • 分割: latest
      • 路径: **/details_harness|drop|3_2023-10-25T07-41-12.101153.parquet
  • harness_gsm8k_5

    • 分割: 2023_10_25T07_41_12.101153
      • 路径: **/details_harness|gsm8k|5_2023-10-25T07-41-12.101153.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2023-10-25T07-41-12.101153.parquet
  • harness_hellaswag_10

    • 分割: 2023_10_10T11_19_13.410150
      • 路径: **/details_harness|hellaswag|10_2023-10-10T11-19-13.410150.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-10-10T11-19-13.410150.parquet
  • harness_hendrycksTest_5

    • 分割: 2023_10_10T11_19_13.410150
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-management|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-10T11-19-13.410150.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-10-10T11-19-13.410150.parquet
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