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

该数据集是在模型 togethercomputer/RedPajama-INCITE-Instruct-7B-v0.1 在 Open LLM Leaderboard 上的评估过程中自动生成的。数据集包含 64 个配置，每个配置对应一个评估任务。数据集由 2 次运行的数据组成，每次运行的数据作为每个配置中的一个特定分割，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。此外，名为 results 的配置存储了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。README 文件还提供了一个 Python 代码片段来加载数据集详细信息，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

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

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。

数据加载示例

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

最新结果

以下是 最新结果 的示例： python { "all": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857104, "f1": 0.04208578020134259, "f1_stderr": 0.00114625984545935, "acc": 0.3327435280488615, "acc_stderr": 0.008428433474529594 }, "harness|drop|3": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857104, "f1": 0.04208578020134259, "f1_stderr": 0.00114625984545935 }, "harness|gsm8k|5": { "acc": 0.01592115238817286, "acc_stderr": 0.0034478192723889985 }, "harness|winogrande|5": { "acc": 0.6495659037095501, "acc_stderr": 0.013409047676670187 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T17:13:41.605696.parquet

• harness_drop_3

  • 分割: 2023_10_21T19_03_28.692424, latest
  • 路径: **/details_harness|drop|3_2023-10-21T19-03-28.692424.parquet

• harness_gsm8k_5

  • 分割: 2023_10_21T19_03_28.692424, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-21T19-03-28.692424.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T17:13:41.605696.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_07_19T17_13_41.605696, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T17:13:41.605696.parquet