open-llm-leaderboard/details_stabilityai__stablelm-tuned-alpha-3b

该数据集是在评估模型stabilityai/stablelm-tuned-alpha-3b时自动生成的，主要用于Open LLM Leaderboard的评估任务。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次运行生成，每次运行的结果存储为特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。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，并用于计算和显示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 stabilityai/stablelm-tuned-alpha-3b 的过程中自动创建的，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。

额外配置

一个额外的配置 "results" 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。

加载数据示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_stabilityai__stablelm-tuned-alpha-3b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-15T21:41:17.455218 运行 的最新结果：

python { "all": { "em": 0.0036703020134228187, "em_stderr": 0.0006192871806511154, "f1": 0.05061136744966456, "f1_stderr": 0.00134828623344778, "acc": 0.27771272034672656, "acc_stderr": 0.007991508812498901 }, "harness|drop|3": { "em": 0.0036703020134228187, "em_stderr": 0.0006192871806511154, "f1": 0.05061136744966456, "f1_stderr": 0.00134828623344778 }, "harness|gsm8k|5": { "acc": 0.00530705079605762, "acc_stderr": 0.002001305720948078 }, "harness|winogrande|5": { "acc": 0.5501183898973955, "acc_stderr": 0.013981711904049725 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-19T14:49:37.876156.parquet

• harness_drop_3

  • 分割: 2023_10_15T21_41_17.455218, latest
  • 路径: **/details_harness|drop|3_2023-10-15T21-41-17.455218.parquet

• harness_gsm8k_5

  • 分割: 2023_10_15T21_41_17.455218, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-15T21-41-17.455218.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hellaswag|10_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T14:49:37.876156.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割: 2023_07_19T14_49_37.876156, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T14:49:37.876156.parquet