open-llm-leaderboard-old/details_Mikivis__gpt2-large-lora-sft

该数据集是在Open LLM Leaderboard上对模型Mikivis/gpt2-large-lora-sft进行评估时自动创建的。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次运行创建，每次运行在每个配置中表示为特定的拆分。train拆分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还提供了如何使用`datasets`库中的`load_dataset`函数加载运行中的详细信息的示例。README中还包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在评估模型 Mikivis/gpt2-large-lora-sft 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

• 该数据集包含 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 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_Mikivis__gpt2-large-lora-sft", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-27T18:03:42.739284 运行的最新结果： python { "all": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965714, "f1": 0.05463401845637592, "f1_stderr": 0.001420933825490078, "acc": 0.27545382794001577, "acc_stderr": 0.006989729694570417 }, "harness|drop|3": { "em": 0.0026216442953020135, "em_stderr": 0.0005236685642965714, "f1": 0.05463401845637592, "f1_stderr": 0.001420933825490078 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5509076558800315, "acc_stderr": 0.013979459389140834 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|arc:challenge|25_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-05T03:15:39.228135.parquet

• harness_drop_3

  • 分割：2023_10_27T18_03_42.739284
  • 路径：**/details_harness|drop|3_2023-10-27T18-03-42.739284.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-27T18-03-42.739284.parquet

• harness_gsm8k_5

  • 分割：2023_10_27T18_03_42.739284
  • 路径：**/details_harness|gsm8k|5_2023-10-27T18-03-42.739284.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-27T18-03-42.739284.parquet

• harness_hellaswag_10

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hellaswag|10_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-05T03:15:39.228135.parquet 等 50 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-05T03:15:39.228135.parquet 等 50 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-05T03:15:39.228135.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_05T03_15_39.228135
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-05T03:15:39.228135.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-