open-llm-leaderboard/details_yhyhy3__open_llama_7b_v2_med_instruct

该数据集是在Open LLM Leaderboard上对模型yhyhy3/open_llama_7b_v2_med_instruct进行评估时自动生成的。数据集由64个配置组成，每个配置对应一个评估任务。它由2次运行生成，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train分割始终指向最新的结果。一个名为results的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。README还提供了一个示例，展示了如何使用Hugging Face的datasets库加载运行中的详细信息。

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 yhyhy3/open_llama_7b_v2_med_instruct 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_yhyhy3__open_llama_7b_v2_med_instruct", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-14T23:04:48.092833 运行 的最新结果： python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893119089, "f1": 0.06285234899328887, "f1_stderr": 0.0014049416535996321, "acc": 0.3567227929125231, "acc_stderr": 0.008432051001442599 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.0003630560893119089, "f1": 0.06285234899328887, "f1_stderr": 0.0014049416535996321 }, "harness|gsm8k|5": { "acc": 0.02047005307050796, "acc_stderr": 0.003900413385915718 }, "harness|winogrande|5": { "acc": 0.6929755327545383, "acc_stderr": 0.01296368861696948 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|arc:challenge|25_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-24T11:52:38.098362.parquet

• harness_drop_3

  • 分割：2023_10_14T23_04_48.092833
  • 路径：**/details_harness|drop|3_2023-10-14T23-04-48.092833.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-14T23-04-48.092833.parquet

• harness_gsm8k_5

  • 分割：2023_10_14T23_04_48.092833
  • 路径：**/details_harness|gsm8k|5_2023-10-14T23-04-48.092833.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-14T23-04-48.092833.parquet

• harness_hellaswag_10

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hellaswag|10_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T11:52:38.098362.parquet 等 40 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T11:52:38.098362.parquet 等 40 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-24T11:52:38.098362.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-24T11:52:38.098362.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_24T11_52_38.098362
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-24T11:52:38.098