open-llm-leaderboard/details_jondurbin__airoboros-33b-gpt4-1.4

该数据集是在评估模型jondurbin/airoboros-33b-gpt4-1.4时自动创建的，包含64个配置，每个配置对应一个评估任务。数据集由3次运行生成，每次运行的结果存储在不同的分割中，最新的结果存储在train分割中。此外，还有一个名为results的配置，用于存储所有运行的聚合结果。

原始信息汇总

数据集概述

数据集摘要

该数据集是在模型 jondurbin/airoboros-33b-gpt4-1.4 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集结构

• 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 3 次运行中创建，每次运行可以在每个配置中作为一个特定的分片找到，分片名称使用运行的时间戳。
• "train" 分片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_jondurbin__airoboros-33b-gpt4-1.4", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-22T23:35:00.134396 运行的最新结果： python { "all": { "em": 0.008074664429530202, "em_stderr": 0.0009165188135511226, "f1": 0.07536493288590619, "f1_stderr": 0.0016308549138484363, "acc": 0.4482593962444343, "acc_stderr": 0.010265777447066696 }, "harness|drop|3": { "em": 0.008074664429530202, "em_stderr": 0.0009165188135511226, "f1": 0.07536493288590619, "f1_stderr": 0.0016308549138484363 }, "harness|gsm8k|5": { "acc": 0.11751326762699014, "acc_stderr": 0.008870331256489982 }, "harness|winogrande|5": { "acc": 0.7790055248618785, "acc_stderr": 0.011661223637643412 } }

配置详情

• harness_arc_challenge_25

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|arc:challenge|25_2023-07-31T12:50:28.372166.parquet

• harness_drop_3

  • 分片: 2023_10_22T20_41_55.992984, 2023_10_22T23_35_00.134396, latest
  • 路径: **/details_harness|drop|3_2023-10-22T20-41-55.992984.parquet, **/details_harness|drop|3_2023-10-22T23-35-00.134396.parquet

• harness_gsm8k_5

  • 分片: 2023_10_22T20_41_55.992984, 2023_10_22T23_35_00.134396, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-22T20-41-55.992984.parquet, **/details_harness|gsm8k|5_2023-10-22T23-35-00.134396.parquet

• harness_hellaswag_10

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hellaswag|10_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: 多个路径，详见原文档

• harness_hendrycksTest_abstract_algebra_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_anatomy_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_astronomy_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_biology_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_college_physics_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_computer_security_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_econometrics_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-07-31T12:50:28.372166.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片: 2023_07_31T12_50_28.372166, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-31T12:50:28.372166.parquet