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open-llm-leaderboard/details_TheBloke__Airoboros-L2-13B-2.1-GPTQ

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Hugging Face2023-09-22 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard/details_TheBloke__Airoboros-L2-13B-2.1-GPTQ
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资源简介:
该数据集是在Open LLM Leaderboard上对模型TheBloke/Airoboros-L2-13B-2.1-GPTQ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,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 TheBloke/Airoboros-L2-13B-2.1-GPTQ 进行评估运行时自动创建的,用于 Open LLM Leaderboard

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_TheBloke__Airoboros-L2-13B-2.1-GPTQ", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-22T16:15:21.953879 运行的最新结果: python { "all": { "em": 0.36325503355704697, "em_stderr": 0.004925249459609538, "f1": 0.4313957634228207, "f1_stderr": 0.004768180025704384, "acc": 0.4016912073136653, "acc_stderr": 0.00940489808002435 }, "harness|drop|3": { "em": 0.36325503355704697, "em_stderr": 0.004925249459609538, "f1": 0.4313957634228207, "f1_stderr": 0.004768180025704384 }, "harness|gsm8k|5": { "acc": 0.05989385898407885, "acc_stderr": 0.006536148151288716 }, "harness|winogrande|5": { "acc": 0.7434885556432518, "acc_stderr": 0.012273648008759982 } }

配置详情

  • harness_arc_challenge_25

    • 分割:2023_08_30T18_43_07.011974
      • 路径:**/details_harness|arc:challenge|25_2023-08-30T18:43:07.011974.parquet
    • 分割:latest
      • 路径:**/details_harness|arc:challenge|25_2023-08-30T18:43:07.011974.parquet
  • harness_drop_3

    • 分割:2023_09_22T16_15_21.953879
      • 路径:**/details_harness|drop|3_2023-09-22T16-15-21.953879.parquet
    • 分割:latest
      • 路径:**/details_harness|drop|3_2023-09-22T16-15-21.953879.parquet
  • harness_gsm8k_5

    • 分割:2023_09_22T16_15_21.953879
      • 路径:**/details_harness|gsm8k|5_2023-09-22T16-15-21.953879.parquet
    • 分割:latest
      • 路径:**/details_harness|gsm8k|5_2023-09-22T16-15-21.953879.parquet
  • harness_hellaswag_10

    • 分割:2023_08_30T18_43_07.011974
      • 路径:**/details_harness|hellaswag|10_2023-08-30T18:43:07.011974.parquet
    • 分割:latest
      • 路径:**/details_harness|hellaswag|10_2023-08-30T18:43:07.011974.parquet
  • harness_hendrycksTest_5

    • 分割:2023_08_30T18_43_07.011974
      • 路径:**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-anatomy|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-astronomy|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-business_ethics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_biology|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_chemistry|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_computer_science|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_mathematics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_medicine|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-college_physics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-computer_security|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-econometrics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-formal_logic|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-global_facts|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_biology|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_european_history|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_geography|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_physics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_psychology|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_statistics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_us_history|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-high_school_world_history|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-human_aging|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-human_sexuality|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-international_law|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-jurisprudence|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-logical_fallacies|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-machine_learning|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-management|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-marketing|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-medical_genetics|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-miscellaneous|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-moral_disputes|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-moral_scenarios|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-nutrition|5_2023-08-30T18:43:07.011974.parquet
      • 路径:**/details_harness|hendrycksTest-philosophy|5_2023-08-30T18:43:07.011974.parquet
      • 路径:`**/details_harness|hend
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