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open-llm-leaderboard/details_hiyouga__Baichuan2-7B-Base-LLaMAfied

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Hugging Face2023-10-26 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_hiyouga__Baichuan2-7B-Base-LLaMAfied
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资源简介：
该数据集是在模型hiyouga/Baichuan2-7B-Base-LLaMAfied的评估运行中自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集是从2次运行中创建的，每次运行都可以在特定配置的特定分割中找到，分割以运行的时间戳命名。"train"分割始终指向最新结果。此外，"results"配置存储了所有运行的聚合结果，并用于计算和显示在Open LLM Leaderboard上的聚合指标。
提供机构：
open-llm-leaderboard
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 hiyouga/Baichuan2-7B-Base-LLaMAfied 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

数据集由2次运行创建，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。

结果配置

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 Open LLM Leaderboard 上的聚合指标。

加载数据

要加载特定运行的详细信息，可以使用以下代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_hiyouga__Baichuan2-7B-Base-LLaMAfied", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-26T06:44:24.493952 运行的最新结果： python { "all": { "em": 0.001572986577181208, "em_stderr": 0.0004058451132417743, "f1": 0.0585476090604028, "f1_stderr": 0.0013740361163735455, "acc": 0.3926358910777041, "acc_stderr": 0.010089987799825416 }, "harness|drop|3": { "em": 0.001572986577181208, "em_stderr": 0.0004058451132417743, "f1": 0.0585476090604028, "f1_stderr": 0.0013740361163735455 }, "harness|gsm8k|5": { "acc": 0.07808946171341925, "acc_stderr": 0.007390654481108214 }, "harness|winogrande|5": { "acc": 0.7071823204419889, "acc_stderr": 0.01278932111854262 } }

配置详情

以下是数据集的配置详情：

  • config_name: harness_arc_challenge_25

    • data_files:
      • split: 2023_10_10T07_25_43.126145
        • path: **/details_harness|arc:challenge|25_2023-10-10T07-25-43.126145.parquet
      • split: latest
        • path: **/details_harness|arc:challenge|25_2023-10-10T07-25-43.126145.parquet

  • config_name: harness_drop_3

    • data_files:
      • split: 2023_10_26T06_44_24.493952
        • path: **/details_harness|drop|3_2023-10-26T06-44-24.493952.parquet
      • split: latest
        • path: **/details_harness|drop|3_2023-10-26T06-44-24.493952.parquet

  • config_name: harness_gsm8k_5

    • data_files:
      • split: 2023_10_26T06_44_24.493952
        • path: **/details_harness|gsm8k|5_2023-10-26T06-44-24.493952.parquet
      • split: latest
        • path: **/details_harness|gsm8k|5_2023-10-26T06-44-24.493952.parquet

  • config_name: harness_hellaswag_10

    • data_files:
      • split: 2023_10_10T07_25_43.126145
        • path: **/details_harness|hellaswag|10_2023-10-10T07-25-43.126145.parquet
      • split: latest
        • path: **/details_harness|hellaswag|10_2023-10-10T07-25-43.126145.parquet

  • config_name: harness_hendrycksTest_5

    • data_files:
      • split: 2023_10_10T07_25_43.126145
        • path:
          • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-anatomy|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-astronomy|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-business_ethics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_biology|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_medicine|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-college_physics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-computer_security|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-econometrics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-formal_logic|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-global_facts|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-human_aging|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-international_law|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-machine_learning|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-management|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-marketing|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-nutrition|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-philosophy|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-prehistory|5_2023-10-10T07-25-43.126145.parquet
          • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-1
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