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open-llm-leaderboard/details_beaugogh__Llama2-7b-openorca-mc-v2

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Hugging Face2023-10-15 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard/details_beaugogh__Llama2-7b-openorca-mc-v2
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资源简介:
该数据集是在评估模型beaugogh/Llama2-7b-openorca-mc-v2时自动生成的,用于Open LLM Leaderboard的评估任务。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,每次运行的结果存储在不同的split中,split以运行的时间戳命名。train split始终指向最新的结果。此外,数据集还包含一个名为results的配置,用于存储所有运行的聚合结果,并在Open LLM Leaderboard上显示聚合指标。
提供机构:
open-llm-leaderboard
原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 beaugogh/Llama2-7b-openorca-mc-v2 进行评估运行期间自动创建的,用于 Open LLM Leaderboard

数据集结构

  • 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。
  • 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_beaugogh__Llama2-7b-openorca-mc-v2", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-15T04:26:13.148346 运行 的最新结果: python { "all": { "em": 0.0030411073825503355, "em_stderr": 0.000563889690875318, "f1": 0.06320574664429535, "f1_stderr": 0.0014620292630980185, "acc": 0.39116058002373183, "acc_stderr": 0.00935782744756563 }, "harness|drop|3": { "em": 0.0030411073825503355, "em_stderr": 0.000563889690875318, "f1": 0.06320574664429535, "f1_stderr": 0.0014620292630980185 }, "harness|gsm8k|5": { "acc": 0.053828658074298714, "acc_stderr": 0.006216328640238128 }, "harness|winogrande|5": { "acc": 0.728492501973165, "acc_stderr": 0.012499326254893129 } }

配置详情

以下是数据集的部分配置详情:

  • harness_arc_challenge_25

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|arc:challenge|25_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|arc:challenge|25_2023-08-23T08:24:57.016837.parquet
  • harness_drop_3

    • 分割:2023_10_15T04_26_13.148346
      • 路径:**/details_harness|drop|3_2023-10-15T04-26-13.148346.parquet
    • 分割:latest
      • 路径:**/details_harness|drop|3_2023-10-15T04-26-13.148346.parquet
  • harness_gsm8k_5

    • 分割:2023_10_15T04_26_13.148346
      • 路径:**/details_harness|gsm8k|5_2023-10-15T04-26-13.148346.parquet
    • 分割:latest
      • 路径:**/details_harness|gsm8k|5_2023-10-15T04-26-13.148346.parquet
  • harness_hellaswag_10

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hellaswag|10_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hellaswag|10_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:多个文件路径
    • 分割:latest
      • 路径:多个文件路径
  • harness_hendrycksTest_abstract_algebra_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_anatomy_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-anatomy|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-anatomy|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_astronomy_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-astronomy|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-astronomy|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_business_ethics_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-business_ethics|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-business_ethics|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_clinical_knowledge_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_biology_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_biology|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_biology|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_chemistry_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_chemistry|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_chemistry|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_computer_science_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_computer_science|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_computer_science|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_mathematics_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_mathematics|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_mathematics|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_medicine_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_medicine|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_medicine|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_college_physics_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-college_physics|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-college_physics|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_computer_security_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-computer_security|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-computer_security|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_conceptual_physics_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_econometrics_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-econometrics|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-econometrics|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_electrical_engineering_5

    • 分割:2023_08_23T08_24_57.016837
      • 路径:**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-23T08:24:57.016837.parquet
    • 分割:latest
      • 路径:**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-23T08:24:57.016837.parquet
  • harness_hendrycksTest_elementary_mathematics_5

    • 分割:2023_
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