open-llm-leaderboard-old/details_togethercomputer__RedPajama-INCITE-Chat-7B-v0.1

该数据集是在评估模型togethercomputer/RedPajama-INCITE-Chat-7B-v0.1时自动创建的，评估是在Open LLM Leaderboard上进行的。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为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。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

该数据集是在对模型 togethercomputer/RedPajama-INCITE-Chat-7B-v0.1 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

数据集由 64 个配置组成，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 Open LLM Leaderboard 上的聚合指标。

加载数据示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_togethercomputer__RedPajama-INCITE-Chat-7B-v0.1", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-19T01:29:17.433845 运行的最新结果：

python { "all": { "em": 0.00985738255033557, "em_stderr": 0.001011740962658439, "f1": 0.06564072986577182, "f1_stderr": 0.0016570971110147965, "acc": 0.3014062577602678, "acc_stderr": 0.007815997155326552 }, "harness|drop|3": { "em": 0.00985738255033557, "em_stderr": 0.001011740962658439, "f1": 0.06564072986577182, "f1_stderr": 0.0016570971110147965 }, "harness|gsm8k|5": { "acc": 0.004548900682335102, "acc_stderr": 0.0018535550440036204 }, "harness|winogrande|5": { "acc": 0.5982636148382005, "acc_stderr": 0.013778439266649482 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T16:36:55.305122.parquet

• harness_drop_3

  • 分割: 2023_10_19T01_29_17.433845, latest
  • 路径: **/details_harness|drop|3_2023-10-19T01-29-17.433845.parquet

• harness_gsm8k_5

  • 分割: 2023_10_19T01_29_17.433845, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-19T01-29-17.433845.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T16:36:55.305122.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_07_19T16_36_55.305122, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T16:36:55.305122.parquet

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