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open-llm-leaderboard-old/details_jondurbin__airoboros-l2-13b-gpt4-2.0

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Hugging Face2023-10-19 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_jondurbin__airoboros-l2-13b-gpt4-2.0
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资源简介：
该数据集是在模型 jondurbin/airoboros-l2-13b-gpt4-2.0 在 Open LLM Leaderboard 上的评估运行期间自动生成的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。它由 2 次运行创建，每次运行在每个配置中表示为特定的拆分，以运行的时间戳命名。train 拆分始终指向最新结果。另外，results 配置存储了运行的所有聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了如何使用 Hugging Face 数据集库加载运行中的详细信息的示例。

该数据集是在模型 jondurbin/airoboros-l2-13b-gpt4-2.0 在 Open LLM Leaderboard 上的评估运行期间自动生成的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。它由 2 次运行创建，每次运行在每个配置中表示为特定的拆分，以运行的时间戳命名。train 拆分始终指向最新结果。另外，results 配置存储了运行的所有聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了如何使用 Hugging Face 数据集库加载运行中的详细信息的示例。
提供机构：
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集是在模型 jondurbin/airoboros-l2-13b-gpt4-2.0 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集组成

  • 数据集包含 64 个配置，每个配置对应一个评估任务。
  • 数据集来自 2 次运行，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。
  • "train" 分割始终指向最新的结果。
  • 额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示 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_jondurbin__airoboros-l2-13b-gpt4-2.0", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-19T00:42:07.460646 运行的最新结果： python { "all": { "em": 0.3656669463087248, "em_stderr": 0.004932205632924282, "f1": 0.4289702181208073, "f1_stderr": 0.00478287167348305, "acc": 0.4096206676388381, "acc_stderr": 0.009827996178597372 }, "harness|drop|3": { "em": 0.3656669463087248, "em_stderr": 0.004932205632924282, "f1": 0.4289702181208073, "f1_stderr": 0.00478287167348305 }, "harness|gsm8k|5": { "acc": 0.07733131159969674, "acc_stderr": 0.00735771352322235 }, "harness|winogrande|5": { "acc": 0.7419100236779794, "acc_stderr": 0.012298278833972392 } }

配置详情

  • harness_arc_challenge_25

    • 分割: 2023_08_17T16_46_20.305842
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T16:46:20.305842.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-08-17T16:46:20.305842.parquet

  • harness_drop_3

    • 分割: 2023_10_19T00_42_07.460646
      • 路径: **/details_harness|drop|3_2023-10-19T00-42-07.460646.parquet
    • 分割: latest
      • 路径: **/details_harness|drop|3_2023-10-19T00-42-07.460646.parquet

  • harness_gsm8k_5

    • 分割: 2023_10_19T00_42_07.460646
      • 路径: **/details_harness|gsm8k|5_2023-10-19T00-42-07.460646.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2023-10-19T00-42-07.460646.parquet

  • harness_hellaswag_10

    • 分割: 2023_08_17T16_46_20.305842
      • 路径: **/details_harness|hellaswag|10_2023-08-17T16:46:20.305842.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-08-17T16:46:20.305842.parquet

  • harness_hendrycksTest_5

    • 分割: 2023_08_17T16_46_20.305842
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-17T16:46:20.305842.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-17T16:46:20.305842.parquet
        • `**/details_harness|hendrycksTest-professional_law|5_2023-08-17T16:46:20.305842
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