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open-llm-leaderboard/details_heegyu__WizardVicuna-open-llama-3b-v2

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Hugging Face2023-10-21 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard/details_heegyu__WizardVicuna-open-llama-3b-v2
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资源简介:
该数据集是在Open LLM Leaderboard上对模型heegyu/WizardVicuna-open-llama-3b-v2进行评估时自动创建的。数据集包含64个配置,每个配置对应一个评估任务。数据集由2次运行生成,每次运行的结果作为特定分割存储在配置中,分割名称使用运行的时间戳。"train"分割始终指向最新结果。此外,"results"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

该数据集是在评估模型 heegyu/WizardVicuna-open-llama-3b-v2Open LLM Leaderboard 上的自动创建的。

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。
  • 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_heegyu__WizardVicuna-open-llama-3b-v2", "harness_winogrande_5", split="train")

最新结果

这些是最新结果(来自2023-10-21T21:03:44.727410运行)的示例: python { "all": { "em": 0.006606543624161074, "em_stderr": 0.0008296357389921845, "f1": 0.06115666946308741, "f1_stderr": 0.001543511101212937, "acc": 0.3214236347762918, "acc_stderr": 0.008133680544980652 }, "harness|drop|3": { "em": 0.006606543624161074, "em_stderr": 0.0008296357389921845, "f1": 0.06115666946308741, "f1_stderr": 0.001543511101212937 }, "harness|gsm8k|5": { "acc": 0.009855951478392721, "acc_stderr": 0.0027210765770416616 }, "harness|winogrande|5": { "acc": 0.632991318074191, "acc_stderr": 0.013546284512919643 } }

配置详情

  • harness_arc_challenge_25

    • 分片: 2023_08_25T15_20_35.003113
    • 路径: **/details_harness|arc:challenge|25_2023-08-25T15:20:35.003113.parquet
    • 分片: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-25T15:20:35.003113.parquet
  • harness_drop_3

    • 分片: 2023_10_21T21_03_44.727410
    • 路径: **/details_harness|drop|3_2023-10-21T21-03-44.727410.parquet
    • 分片: latest
    • 路径: **/details_harness|drop|3_2023-10-21T21-03-44.727410.parquet
  • harness_gsm8k_5

    • 分片: 2023_10_21T21_03_44.727410
    • 路径: **/details_harness|gsm8k|5_2023-10-21T21-03-44.727410.parquet
    • 分片: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-21T21-03-44.727410.parquet
  • harness_hellaswag_10

    • 分片: 2023_08_25T15_20_35.003113
    • 路径: **/details_harness|hellaswag|10_2023-08-25T15:20:35.003113.parquet
    • 分片: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-25T15:20:35.003113.parquet
  • harness_hendrycksTest_5

    • 分片: 2023_08_25T15_20_35.003113
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-08-25T15:20:35.003113.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-25T15:20:35.003113.parquet
      • `**/details_harness
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