open-llm-leaderboard-old/details_lu-vae__llama2-13B-sharegpt4-orca-openplatypus-8w

该数据集是在模型 lu-vae/llama2-13B-sharegpt4-orca-openplatypus-8w 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，每个配置对应一个被评估的任务。数据集是从 2 次运行中创建的，每次运行在每个配置中作为一个特定的分割，使用运行的时间戳命名。train 分割始终指向最新的结果。一个额外的配置 results 存储了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。README 还提供了一个示例，展示了如何使用 Python 中的 datasets 库加载运行中的详细信息。

原始信息汇总

数据集概述

该数据集是在模型lu-vae/llama2-13B-sharegpt4-orca-openplatypus-8w的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_lu-vae__llama2-13B-sharegpt4-orca-openplatypus-8w", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-25T02:53:14.013945运行的最新结果：

python { "all": { "em": 0.002936241610738255, "em_stderr": 0.0005541113054709996, "f1": 0.0881931627516778, "f1_stderr": 0.0017824166498732977, "acc": 0.43444724154830167, "acc_stderr": 0.01050882298494655 }, "harness|drop|3": { "em": 0.002936241610738255, "em_stderr": 0.0005541113054709996, "f1": 0.0881931627516778, "f1_stderr": 0.0017824166498732977 }, "harness|gsm8k|5": { "acc": 0.11751326762699014, "acc_stderr": 0.008870331256489993 }, "harness|winogrande|5": { "acc": 0.7513812154696132, "acc_stderr": 0.012147314713403108 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-14T08-19-15.271974.parquet

• harness_drop_3

  • 分割: 2023_10_25T02_53_14.013945, latest
  • 路径: **/details_harness|drop|3_2023-10-25T02-53-14.013945.parquet

• harness_gsm8k_5

  • 分割: 2023_10_25T02_53_14.013945, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-25T02-53-14.013945.parquet

• harness_hellaswag_10

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hellaswag|10_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-09-14T08-19-15.271974.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_09_14T08_19_15.271974, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-14T08-19-15.271974.parquet

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