open-llm-leaderboard-old/details_NousResearch__Nous-Hermes-2-Mixtral-8x7B-DPO

该数据集是在Open LLM Leaderboard上对模型NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO进行评估时自动创建的。数据集由63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，results配置存储了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

数据集摘要

该数据集是在评估模型 NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集组成

• 数据集包含 63 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，用于计算并在 Open LLM Leaderboard 上显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_NousResearch__Nous-Hermes-2-Mixtral-8x7B-DPO", "harness_winogrande_5", split="train")

最新结果

这些是最新结果，来自 2024-01-22T17:09:50.643842 的运行： python { "all": { "acc": 0.7224125718980299, "acc_stderr": 0.030022741290236767, "acc_norm": 0.7240829737285515, "acc_norm_stderr": 0.03062607991215834, "mc1": 0.3880048959608323, "mc1_stderr": 0.01705876150134797, "mc2": 0.5482610472622913, "mc2_stderr": 0.014924708991833662 }, "harness|arc:challenge|25": { "acc": 0.6953924914675768, "acc_stderr": 0.013449522109932487, "acc_norm": 0.7107508532423208, "acc_norm_stderr": 0.013250012579393441 }, "harness|hellaswag|10": { "acc": 0.6870145389364668, "acc_stderr": 0.004627607991626919, "acc_norm": 0.8729336785500896, "acc_norm_stderr": 0.0033236659644121946 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.43, "acc_stderr": 0.049756985195624284, "acc_norm": 0.43, "acc_norm_stderr": 0.049756985195624284 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_01_16T04_44_16.630676
    • path: **/details_harness|arc:challenge|25_2024-01-16T04-44-16.630676.parquet
  • split: 2024_01_22T17_09_50.643842
    • path: **/details_harness|arc:challenge|25_2024-01-22T17-09-50.643842.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-01-22T17-09-50.643842.parquet

• config_name: harness_gsm8k_5

  • split: 2024_01_16T04_44_16.630676
    • path: **/details_harness|gsm8k|5_2024-01-16T04-44-16.630676.parquet
  • split: 2024_01_22T17_09_50.643842
    • path: **/details_harness|gsm8k|5_2024-01-22T17-09-50.643842.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-01-22T17-09-50.643842.parquet

• config_name: harness_hellaswag_10

  • split: 2024_01_16T04_44_16.630676
    • path: **/details_harness|hellaswag|10_2024-01-16T04-44-16.630676.parquet
  • split: 2024_01_22T17_09_50.643842
    • path: **/details_harness|hellaswag|10_2024-01-22T17-09-50.643842.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-01-22T17-09-50.643842.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_01_16T04_44_16.630676
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-16T04-44-16.630676.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-16T04-44-16.630676.parquet

      其他路径...