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open-llm-leaderboard/details_togethercomputer__GPT-JT-6B-v0

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Hugging Face2023-10-17 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_togethercomputer__GPT-JT-6B-v0
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资源简介：
该数据集是在Open LLM Leaderboard上对模型togethercomputer/GPT-JT-6B-v0进行评估时自动生成的。数据集包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，还有一个名为results的配置存储了所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。
提供机构：
open-llm-leaderboard
原始信息汇总

数据集概述

该数据集是在对模型 togethercomputer/GPT-JT-6B-v0 进行评估运行期间自动创建的。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，每个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。

数据集结构

配置列表

  • harness_arc_challenge_25

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:42:14.994932.parquet

  • harness_drop_3

    • 分割: 2023_10_17T19_26_54.220051
    • 路径: **/details_harness|drop|3_2023-10-17T19-26-54.220051.parquet
    • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-17T19-26-54.220051.parquet

  • harness_gsm8k_5

    • 分割: 2023_10_17T19_26_54.220051
    • 路径: **/details_harness|gsm8k|5_2023-10-17T19-26-54.220051.parquet
    • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-17T19-26-54.220051.parquet

  • harness_hellaswag_10

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:42:14.994932.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:42:14.994932.parquet
      • ... (其他路径省略)
    • 分割: latest
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:42:14.994932.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:42:14.994932.parquet
      • ... (其他路径省略)

  • harness_hendrycksTest_abstract_algebra_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_anatomy_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_astronomy_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_business_ethics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_clinical_knowledge_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_biology_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_chemistry_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_computer_science_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_mathematics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_medicine_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_college_physics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_computer_security_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_conceptual_physics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_econometrics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_electrical_engineering_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:42:14.994932.parquet

  • harness_hendrycksTest_elementary_mathematics_5

    • 分割: 2023_07_19T15_42_14.994932
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:42:14.994932.parquet
    • 分割: latest
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:42:14.994932.parquet

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_togethercomputer__GPT-JT-6B-v0", "harness_winogrande_5", split="train")

最新结果

以下是最新结果（来自运行 2023-10-17T19:26:54.220051）的部分数据：

python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.0003314581465219154, "f1": 0.043061031879194765, "f1_stderr": 0.0011437900819203201, "acc": 0.330058886781919, "acc_stderr": 0.008219084533910332 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.000

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