open-llm-leaderboard/details_aisquared__dlite-v2-1_5b

该数据集是在模型 aisquared/dlite-v2-1_5b 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个评估任务。它由 2 次运行创建，每次运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了一个示例，展示了如何使用 Hugging Face 的 datasets 库加载运行中的详细信息。

原始信息汇总

数据集概述

该数据集是在对模型 aisquared/dlite-v2-1_5b 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 2 次运行中创建。每个运行可以在每个配置中作为一个特定的分割找到，分割名称使用运行的时间戳。
• "train" 分割总是指向最新的结果。
• 一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示聚合指标在 Open LLM Leaderboard 上。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_aisquared__dlite-v2-1_5b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-17T07:28:24.104795 运行的最新结果：

python { "all": { "em": 0.0019924496644295304, "em_stderr": 0.0004566676462667015, "f1": 0.0503942953020135, "f1_stderr": 0.0012335220693783073, "acc": 0.2746178881540092, "acc_stderr": 0.007651262223507757 }, "harness|drop|3": { "em": 0.0019924496644295304, "em_stderr": 0.0004566676462667015, "f1": 0.0503942953020135, "f1_stderr": 0.0012335220693783073 }, "harness|gsm8k|5": { "acc": 0.002274450341167551, "acc_stderr": 0.0013121578148674103 }, "harness|winogrande|5": { "acc": 0.5469613259668509, "acc_stderr": 0.013990366632148104 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|arc:challenge|25_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-18T11:15:41.059925.parquet

• harness_drop_3

  • 分割：2023_10_17T07_28_24.104795
  • 路径：**/details_harness|drop|3_2023-10-17T07-28-24.104795.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-17T07-28-24.104795.parquet

• harness_gsm8k_5

  • 分割：2023_10_17T07_28_24.104795
  • 路径：**/details_harness|gsm8k|5_2023-10-17T07-28-24.104795.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-17T07-28-24.104795.parquet

• harness_hellaswag_10

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hellaswag|10_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-18T11:15:41.059925.parquet 等 50 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-18T11:15:41.059925.parquet 等 50 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-18T11:15:41.059925.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_18T11_15_41.059925
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-18T11:15:41.059925.parquet
  • 分割：latest