open-llm-leaderboard/details_TheBloke__stable-vicuna-13B-HF

该数据集是在评估模型TheBloke/stable-vicuna-13B-HF时自动生成的，评估过程在Open LLM Leaderboard上进行。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，每次运行的结果作为一个特定的分割存储，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，还有一个名为results的配置，存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 TheBloke/stable-vicuna-13B-HF 在 Open LLM Leaderboard 上的自动创建的。数据集包含 64 个配置，每个配置对应一个评估任务。

数据集结构

数据集由 2 次运行结果组成，每个运行结果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。

额外配置

一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

数据加载示例

以下是加载特定运行结果的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TheBloke__stable-vicuna-13B-HF", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的示例： python { "all": { "em": 0.005138422818791947, "em_stderr": 0.0007322104102794217, "f1": 0.07736682046979858, "f1_stderr": 0.001663035439531372, "acc": 0.3965552937966327, "acc_stderr": 0.008796231408079842 }, "harness|drop|3": { "em": 0.005138422818791947, "em_stderr": 0.0007322104102794217, "f1": 0.07736682046979858, "f1_stderr": 0.001663035439531372 }, "harness|gsm8k|5": { "acc": 0.04094010614101592, "acc_stderr": 0.005458076796294336 }, "harness|winogrande|5": { "acc": 0.7521704814522494, "acc_stderr": 0.012134386019865348 } }

配置详情

配置列表

• harness_arc_challenge_25

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-22T17:12:46.134347.parquet

• harness_drop_3

  • 分片: 2023_10_22T23_53_33.704899, latest
  • 路径: **/details_harness|drop|3_2023-10-22T23-53-33.704899.parquet

• harness_gsm8k_5

  • 分片: 2023_10_22T23_53_33.704899, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-22T23-53-33.704899.parquet

• harness_hellaswag_10

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hellaswag|10_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_anatomy_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_astronomy_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_biology_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_college_physics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_computer_security_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_econometrics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-22T17:12:46.134347.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分片: 2023_08_22T17_12_46.134347, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-22T17:12:46.134347.parquet

以上是数据集的详细概述和配置信息。