open-llm-leaderboard-old/details_bofenghuang__vigogne-13b-chat

该数据集是在Open LLM Leaderboard上对模型`bofenghuang/vigogne-13b-chat`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次运行生成，每次运行的结果存储在不同的split中，split以时间戳命名。此外，数据集还包含一个名为`results`的配置，用于存储所有运行的聚合结果，并用于计算和展示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

该数据集是在评估模型 bofenghuang/vigogne-13b-chat 在 Open LLM Leaderboard 上的自动创建的。数据集包含 64 个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：64 个配置
• 创建来源：从 2 次运行中创建，每个运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。
• 训练分割："train" 分割始终指向最新的结果。
• 结果配置：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_bofenghuang__vigogne-13b-chat", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-22T17:13:01.877874 运行的最新结果：

python { "all": { "em": 0.28093540268456374, "em_stderr": 0.004602850194300876, "f1": 0.3580620805369141, "f1_stderr": 0.0045122087324351344, "acc": 0.42528152381590656, "acc_stderr": 0.009746925675481622 }, "harness|drop|3": { "em": 0.28093540268456374, "em_stderr": 0.004602850194300876, "f1": 0.3580620805369141, "f1_stderr": 0.0045122087324351344 }, "harness|gsm8k|5": { "acc": 0.08339651250947688, "acc_stderr": 0.007615650277106699 }, "harness|winogrande|5": { "acc": 0.7671665351223362, "acc_stderr": 0.011878201073856544 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-25T11:18:55.409320.parquet

• harness_drop_3

  • 分割：2023_09_22T17_13_01.877874, latest
  • 路径：**/details_harness|drop|3_2023-09-22T17-13-01.877874.parquet

• harness_gsm8k_5

  • 分割：2023_09_22T17_13_01.877874, latest
  • 路径：**/details_harness|gsm8k|5_2023-09-22T17-13-01.877874.parquet

• harness_hellaswag_10

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-25T11:18:55.409320.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_07_25T11_18_55.409320, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-25T11:18:55.409320.parquet

以上是数据集的详细概述，包括数据集的结构、加载示例、最新结果以及各个配置的详细信息。