open-llm-leaderboard-old/details_lmsys__vicuna-7b-v1.5

该数据集是在模型lmsys/vicuna-7b-v1.5评估运行期间自动创建的，用于Open LLM排行榜。数据集包含64个配置，每个配置对应一个评估任务，并从3次运行中创建。每次运行都以运行的时间戳命名为特定的分割，train分割始终指向最新结果。此外，results配置存储了运行中的聚合结果，用于在排行榜上计算和显示聚合指标。README文件还提供了使用HuggingFace数据集库加载数据集详细信息的说明。

原始信息汇总

数据集概述

数据集名称

• Evaluation run of lmsys/vicuna-7b-v1.5

数据集摘要

• 该数据集是在对模型 lmsys/vicuna-7b-v1.5 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 数据集包含 64 个配置，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_lmsys__vicuna-7b-v1.5", "harness_winogrande_5", split="train")

最新结果

• 这些是最新结果，来自 2023-10-21T21:05:37.153515 的运行： python { "all": { "em": 0.017932046979865772, "em_stderr": 0.0013590184569504276, "f1": 0.08961094798657747, "f1_stderr": 0.002014243406072028, "acc": 0.4016346602057357, "acc_stderr": 0.010076117588605417 }, "harness|drop|3": { "em": 0.017932046979865772, "em_stderr": 0.0013590184569504276, "f1": 0.08961094798657747, "f1_stderr": 0.002014243406072028 }, "harness|gsm8k|5": { "acc": 0.08188021228203184, "acc_stderr": 0.007552338527716956 }, "harness|winogrande|5": { "acc": 0.7213891081294396, "acc_stderr": 0.012599896649493878 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T12:09:52.202468.parquet

• harness_drop_3

  • 分割：2023_10_19T12_56_49.814418, 2023_10_21T21_05_37.153515, latest
  • 路径：**/details_harness|drop|3_2023-10-19T12-56-49.814418.parquet, **/details_harness|drop|3_2023-10-21T21-05-37.153515.parquet

• harness_gsm8k_5

  • 分割：2023_10_19T12_56_49.814418, 2023_10_21T21_05_37.153515, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-19T12-56-49.814418.parquet, **/details_harness|gsm8k|5_2023-10-21T21-05-37.153515.parquet

• harness_hellaswag_10

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hellaswag|10_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：多个路径，详见原文

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-17T12:09:52.202468.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_17T12_09_52.202468, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T12:09:52.202468.parquet

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