open-llm-leaderboard-old/details_WizardLM__WizardLM-70B-V1.0

该数据集是在评估模型WizardLM/WizardLM-70B-V1.0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2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，并用于计算和显示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集名称

• Evaluation run of WizardLM/WizardLM-70B-V1.0

数据集描述

• 该数据集是在评估模型 WizardLM/WizardLM-70B-V1.0 在 Open LLM Leaderboard 上的过程中自动创建的。

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，用于计算和显示在 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_WizardLM__WizardLM-70B-V1.0", "harness_winogrande_5", split="train")

最新结果

• 这些是最新的结果，来自 2023-10-15T19:05:20.351798 的运行： python { "all": { "em": 0.26541526845637586, "em_stderr": 0.004521927044730418, "f1": 0.3270648070469802, "f1_stderr": 0.004444377320494032, "acc": 0.49394497158582623, "acc_stderr": 0.010820164814450885 }, "harness|drop|3": { "em": 0.26541526845637586, "em_stderr": 0.004521927044730418, "f1": 0.3270648070469802, "f1_stderr": 0.004444377320494032 }, "harness|gsm8k|5": { "acc": 0.17968157695223655, "acc_stderr": 0.010575119964242244 }, "harness|winogrande|5": { "acc": 0.8082083662194159, "acc_stderr": 0.011065209664659527 } }

配置详情

• harness_arc_challenge_25

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-17T00:01:57.828467.parquet

• harness_drop_3

  • 分片：2023_10_15T19_05_20.351798, latest
  • 路径：**/details_harness|drop|3_2023-10-15T19-05-20.351798.parquet

• harness_gsm8k_5

  • 分片：2023_10_15T19_05_20.351798, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-15T19-05-20.351798.parquet

• harness_hellaswag_10

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hellaswag|10_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T00:01:57.828467.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分片：2023_08_17T00_01_57.828467, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T00:01:57.828467.parquet

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