open-llm-leaderboard-old/details_pythainlp__wangchanglm-7.5B-sft-en-sharded

该数据集是在Open LLM Leaderboard上对模型pythainlp/wangchanglm-7.5B-sft-en-sharded进行评估时自动生成的。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。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 pythainlp/wangchanglm-7.5B-sft-en-sharded 在 Open LLM Leaderboard 上的自动创建的。

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，用于计算和显示在 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_pythainlp__wangchanglm-7.5B-sft-en-sharded", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-12T12:19:58.207629 运行的最新结果： python { "all": { "em": 0.13527684563758388, "em_stderr": 0.003502595047728489, "f1": 0.1918613674496648, "f1_stderr": 0.003673521698384984, "acc": 0.29237637276332257, "acc_stderr": 0.007586068039653844 }, "harness|drop|3": { "em": 0.13527684563758388, "em_stderr": 0.003502595047728489, "f1": 0.1918613674496648, "f1_stderr": 0.003673521698384984 }, "harness|gsm8k|5": { "acc": 0.002274450341167551, "acc_stderr": 0.0013121578148674378 }, "harness|winogrande|5": { "acc": 0.5824782951854776, "acc_stderr": 0.013859978264440251 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分片: 2023_07_19T15_39_12.796428
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:39:12.796428.parquet
  • 分片: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T15:39:12.796428.parquet

• harness_drop_3

  • 分片: 2023_10_12T12_19_58.207629
    • 路径: **/details_harness|drop|3_2023-10-12T12-19-58.207629.parquet
  • 分片: latest
    • 路径: **/details_harness|drop|3_2023-10-12T12-19-58.207629.parquet

• harness_gsm8k_5

  • 分片: 2023_10_12T12_19_58.207629
    • 路径: **/details_harness|gsm8k|5_2023-10-12T12-19-58.207629.parquet
  • 分片: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-12T12-19-58.207629.parquet

• harness_hellaswag_10

  • 分片: 2023_07_19T15_39_12.796428
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:39:12.796428.parquet
  • 分片: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T15:39:12.796428.parquet

• harness_hendrycksTest_5

  • 分片: 2023_07_19T15_39_12.796428
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T15:39:12.796428.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T15:39:12.796428.parquet
      • `**/details_harness|hendry