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open-llm-leaderboard/details_mistralai__Mistral-7B-Instruct-v0.1

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Hugging Face2023-10-24 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_mistralai__Mistral-7B-Instruct-v0.1
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资源简介：
该数据集是在Open LLM Leaderboard上对模型mistralai/Mistral-7B-Instruct-v0.1进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定的分割存储在配置中，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，并用于计算和显示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

该数据集是在评估模型mistralai/Mistral-7B-Instruct-v0.1在Open LLM Leaderboard上的运行过程中自动创建的。

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。
  • 数据集从2次运行中创建，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。
  • 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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_mistralai__Mistral-7B-Instruct-v0.1", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-24T09:43:48.997990运行的最新结果：

python { "all": { "em": 0.37038590604026844, "em_stderr": 0.00494543044549648, "f1": 0.43100566275167973, "f1_stderr": 0.00478990485809286, "acc": 0.4398533245809979, "acc_stderr": 0.01100025548646791 }, "harness|drop|3": { "em": 0.37038590604026844, "em_stderr": 0.00494543044549648, "f1": 0.43100566275167973, "f1_stderr": 0.00478990485809286 }, "harness|gsm8k|5": { "acc": 0.1425322213798332, "acc_stderr": 0.009629588445673814 }, "harness|winogrande|5": { "acc": 0.7371744277821626, "acc_stderr": 0.012370922527262006 } }

配置详情

  • harness_arc_challenge_25

    • 分割: 2023_10_10T06_38_48.353025
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T06-38-48.353025.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-10-10T06-38-48.353025.parquet

  • harness_drop_3

    • 分割: 2023_10_24T09_43_48.997990
      • 路径: **/details_harness|drop|3_2023-10-24T09-43-48.997990.parquet
    • 分割: latest
      • 路径: **/details_harness|drop|3_2023-10-24T09-43-48.997990.parquet

  • harness_gsm8k_5

    • 分割: 2023_10_24T09_43_48.997990
      • 路径: **/details_harness|gsm8k|5_2023-10-24T09-43-48.997990.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2023-10-24T09-43-48.997990.parquet

  • harness_hellaswag_10

    • 分割: 2023_10_10T06_38_48.353025
      • 路径: **/details_harness|hellaswag|10_2023-10-10T06-38-48.353025.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-10-10T06-38-48.353025.parquet

  • harness_hendrycksTest_5

    • 分割: 2023_10_10T06_38_48.353025
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-management|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-10-10T06-38-48.353025.parquet
        • **/details_harness|hendrycksTest-professional
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