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open-llm-leaderboard-old/details_DatPySci__pythia-1b-spin-iter1

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Hugging Face2024-02-18 更新2024-06-22 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_DatPySci__pythia-1b-spin-iter1
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资源简介:
该数据集是在模型DatPySci/pythia-1b-spin-iter1在Open LLM Leaderboard上的评估运行期间自动创建的。它由63个配置组成,每个配置对应一个被评估的任务。数据集包含1次运行的结果,每次运行在每个配置中表示为特定的分割,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。

该数据集是在模型DatPySci/pythia-1b-spin-iter1在Open LLM Leaderboard上的评估运行期间自动创建的。它由63个配置组成,每个配置对应一个被评估的任务。数据集包含1次运行的结果,每次运行在每个配置中表示为特定的分割,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。
提供机构:
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 DatPySci/pythia-1b-spin-iter1Open LLM Leaderboard 上的自动创建的。

数据集组成

  • 数据集包含 63 个配置,每个配置对应一个评估任务。
  • 数据集从 1 次运行中创建,每个运行可以在每个配置中作为一个特定的分片找到,分片名称使用运行的时间戳。
  • "train" 分片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_DatPySci__pythia-1b-spin-iter1", "harness_winogrande_5", split="train")

最新结果

以下是 2024-02-18T07:42:33.395938 运行的最新结果

python { "all": { "acc": 0.24877589085779003, "acc_stderr": 0.030472375374358776, "acc_norm": 0.24988280928761106, "acc_norm_stderr": 0.031204850855553568, "mc1": 0.22399020807833536, "mc1_stderr": 0.014594964329474203, "mc2": 0.3689337478412581, "mc2_stderr": 0.014347571303045535 }, "harness|arc:challenge|25": { "acc": 0.27986348122866894, "acc_stderr": 0.01311904089772592, "acc_norm": 0.3054607508532423, "acc_norm_stderr": 0.013460080478002505 }, "harness|hellaswag|10": { "acc": 0.3910575582553276, "acc_stderr": 0.004869899297734552, "acc_norm": 0.49263095000995816, "acc_norm_stderr": 0.004989239462835215 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.22, "acc_stderr": 0.041633319989322716, "acc_norm": 0.22, "acc_norm_stderr": 0.041633319989322716 }, # 其他任务的结果省略 }

配置详情

  • config_name: harness_arc_challenge_25

    • 分片: 2024_02_18T07_42_33.395938
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T07-42-33.395938.parquet
    • 分片: latest
      • 路径: **/details_harness|arc:challenge|25_2024-02-18T07-42-33.395938.parquet
  • config_name: harness_gsm8k_5

    • 分片: 2024_02_18T07_42_33.395938
      • 路径: **/details_harness|gsm8k|5_2024-02-18T07-42-33.395938.parquet
    • 分片: latest
      • 路径: **/details_harness|gsm8k|5_2024-02-18T07-42-33.395938.parquet
  • config_name: harness_hellaswag_10

    • 分片: 2024_02_18T07_42_33.395938
      • 路径: **/details_harness|hellaswag|10_2024-02-18T07-42-33.395938.parquet
    • 分片: latest
      • 路径: **/details_harness|hellaswag|10_2024-02-18T07-42-33.395938.parquet
  • config_name: harness_hendrycksTest_5

    • 分片: 2024_02_18T07_42_33.395938
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-management|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-02-18T07-42-33.395938.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-02-18T07-42-33.395938.parquet
        • `**/details_harness|hendrycksTest-professional_law|
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