open-llm-leaderboard/details_TheBloke__tulu-7B-fp16

该数据集是在模型TheBloke/tulu-7B-fp16在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集是从2次运行中生成的，每次运行在每个配置中表示为特定的分割，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还提供了一个使用`load_dataset`函数加载运行细节的示例。

原始信息汇总

数据集概述

该数据集是在对模型 TheBloke/tulu-7B-fp16 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 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。

最新结果

以下是 2023-10-22T23:41:54.207641 运行的最新结果：

python { "all": { "em": 0.2993917785234899, "em_stderr": 0.004690263056389047, "f1": 0.33736996644295303, "f1_stderr": 0.004651138439477223, "acc": 0.42508495529786566, "acc_stderr": 0.010526343784939971 }, "harness|drop|3": { "em": 0.2993917785234899, "em_stderr": 0.004690263056389047, "f1": 0.33736996644295303, "f1_stderr": 0.004651138439477223 }, "harness|gsm8k|5": { "acc": 0.11220621683093253, "acc_stderr": 0.008693743138242383 }, "harness|winogrande|5": { "acc": 0.7379636937647988, "acc_stderr": 0.012358944431637561 } }

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TheBloke__tulu-7B-fp16", "harness_winogrande_5", split="train")

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-19T17:17:47.759549.parquet

• harness_drop_3

  • 分割：2023_10_22T23_41_54.207641
  • 路径：**/details_harness|drop|3_2023-10-22T23-41-54.207641.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-22T23-41-54.207641.parquet

• harness_gsm8k_5

  • 分割：2023_10_22T23_41_54.207641
  • 路径：**/details_harness|gsm8k|5_2023-10-22T23-41-54.207641.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-22T23-41-54.207641.parquet

• harness_hellaswag_10

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hellaswag|10_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:17:47.759549.parquet 等 40 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:17:47.759549.parquet 等 40 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-19T17:17:47.759549.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_19T17_17_47.759549
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T17:17:47.759549.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendrycksTest