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open-llm-leaderboard/details_Undi95__LewdEngine

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Hugging Face2023-10-18 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_Undi95__LewdEngine
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资源简介：
该数据集是在评估模型Undi95/LewdEngine时自动创建的，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，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

该数据集是在评估模型 Undi95/LewdEngine 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。

额外配置

一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

加载数据示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Undi95__LewdEngine", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的示例：

python { "all": { "em": 0.0019924496644295304, "em_stderr": 0.0004566676462666989, "f1": 0.06167575503355703, "f1_stderr": 0.0013753579135200263, "acc": 0.4362959430292375, "acc_stderr": 0.010625413263646535 }, "harness|drop|3": { "em": 0.0019924496644295304, "em_stderr": 0.0004566676462666989, "f1": 0.06167575503355703, "f1_stderr": 0.0013753579135200263 }, "harness|gsm8k|5": { "acc": 0.12357846853677028, "acc_stderr": 0.00906505030677692 }, "harness|winogrande|5": { "acc": 0.7490134175217048, "acc_stderr": 0.012185776220516151 } }

配置详情

以下是数据集的部分配置详情：

  • config_name: harness_arc_challenge_25

    • data_files:
      • split: 2023_09_05T02_56_23.442470
        • path: **/details_harness|arc:challenge|25_2023-09-05T02:56:23.442470.parquet
      • split: latest
        • path: **/details_harness|arc:challenge|25_2023-09-05T02:56:23.442470.parquet

  • config_name: harness_drop_3

    • data_files:
      • split: 2023_10_18T07_14_30.015522
        • path: **/details_harness|drop|3_2023-10-18T07-14-30.015522.parquet
      • split: latest
        • path: **/details_harness|drop|3_2023-10-18T07-14-30.015522.parquet

  • config_name: harness_gsm8k_5

    • data_files:
      • split: 2023_10_18T07_14_30.015522
        • path: **/details_harness|gsm8k|5_2023-10-18T07-14-30.015522.parquet
      • split: latest
        • path: **/details_harness|gsm8k|5_2023-10-18T07-14-30.015522.parquet

  • config_name: harness_hellaswag_10

    • data_files:
      • split: 2023_09_05T02_56_23.442470
        • path: **/details_harness|hellaswag|10_2023-09-05T02:56:23.442470.parquet
      • split: latest
        • path: **/details_harness|hellaswag|10_2023-09-05T02:56:23.442470.parquet

  • config_name: harness_hendrycksTest_5

    • data_files:
      • split: 2023_09_05T02_56_23.442470
        • path:
          • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-anatomy|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-astronomy|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-business_ethics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_biology|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_medicine|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-college_physics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-computer_security|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-econometrics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-formal_logic|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-global_facts|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-human_aging|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-international_law|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-machine_learning|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-management|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-marketing|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-nutrition|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-philosophy|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-prehistory|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-05T02:56:23.442470.parquet
          • **/details_harness|hendrycksTest-professional_law|5_2023-09-05T02:56:23.442470.
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