open-llm-leaderboard-old/details_GeorgiaTechResearchInstitute__starcoder-gpteacher-code-instruct

该数据集是在模型GeorgiaTechResearchInstitute/starcoder-gpteacher-code-instruct的评估过程中自动创建的。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，每次运行的结果都存储在特定的配置中，并以时间戳命名。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，并用于在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 GeorgiaTechResearchInstitute/starcoder-gpteacher-code-instruct 在 Open LLM Leaderboard 上的运行过程中自动创建的。

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_GeorgiaTechResearchInstitute__starcoder-gpteacher-code-instruct", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 来自 2023-10-15T04:21:29.440361 运行： python { "all": { "em": 0.1923238255033557, "em_stderr": 0.0040362200154763495, "f1": 0.23113255033557045, "f1_stderr": 0.0040754338170676495, "acc": 0.27782162588792425, "acc_stderr": 0.006982598384541777 }, "harness|drop|3": { "em": 0.1923238255033557, "em_stderr": 0.0040362200154763495, "f1": 0.23113255033557045, "f1_stderr": 0.0040754338170676495 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5556432517758485, "acc_stderr": 0.013965196769083555 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T20_31_16.803242
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T20:31:16.803242.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T20:31:16.803242.parquet

• harness_drop_3

  • 分割: 2023_10_15T04_21_29.440361
    • 路径: **/details_harness|drop|3_2023-10-15T04-21-29.440361.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-15T04-21-29.440361.parquet

• harness_gsm8k_5

  • 分割: 2023_10_15T04_21_29.440361
    • 路径: **/details_harness|gsm8k|5_2023-10-15T04-21-29.440361.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-15T04-21-29.440361.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T20_31_16.803242
    • 路径: **/details_harness|hellaswag|10_2023-07-19T20:31:16.803242.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T20:31:16.803242.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T20_31_16.803242
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-07-19T20:31:16.803242.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-07-