open-llm-leaderboard/details_TheBloke__Llama-2-13B-fp16

该数据集是在评估模型TheBloke/Llama-2-13B-fp16时自动生成的，用于Open LLM Leaderboard的评估。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，每次运行的结果存储在不同的split中，split以时间戳命名。train split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，用于计算和展示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 TheBloke/Llama-2-13B-fp16 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 配置数量：64个配置，每个配置对应一个评估任务。
• 运行次数：数据集由2次运行创建。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。
• 训练分割："train" 分割始终指向最新的结果。
• 结果配置：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 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_TheBloke__Llama-2-13B-fp16", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-22T22:53:07.629534 运行 的最新结果： python { "all": { "em": 0.0014681208053691276, "em_stderr": 0.00039210421902982666, "f1": 0.0607822986577181, "f1_stderr": 0.0013583957676382913, "acc": 0.43739636770101, "acc_stderr": 0.010228023491905505 }, "harness|drop|3": { "em": 0.0014681208053691276, "em_stderr": 0.00039210421902982666, "f1": 0.0607822986577181, "f1_stderr": 0.0013583957676382913 }, "harness|gsm8k|5": { "acc": 0.10841546626231995, "acc_stderr": 0.008563852506627487 }, "harness|winogrande|5": { "acc": 0.7663772691397001, "acc_stderr": 0.011892194477183524 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|arc:challenge|25_2023-07-24T15:08:39.202746.parquet

• harness_drop_3

  • 分割：2023_10_22T22_53_07.629534, latest
  • 路径：**/details_harness|drop|3_2023-10-22T22-53-07.629534.parquet

• harness_gsm8k_5

  • 分割：2023_10_22T22_53_07.629534, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-22T22-53-07.629534.parquet

• harness_hellaswag_10

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hellaswag|10_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-24T15:08:39.202746.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割：2023_07_24T15_08_39.202746, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-24T15:08:39.202746.parquet

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