open-llm-leaderboard/details_jordiclive__gpt4all-alpaca-oa-codealpaca-lora-13b

该数据集是在模型 jordiclive/gpt4all-alpaca-oa-codealpaca-lora-13b 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表示为特定的分割。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，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。

This dataset was automatically created during the evaluation run of the model jordiclive/gpt4all-alpaca-oa-codealpaca-lora-13b on the Open LLM Leaderboard. The dataset consists of 64 configurations, each corresponding to one evaluation task. It is compiled from two runs, where each run is represented as a specific split under each configuration. The 'train' split always points to the most recent results. An additional configuration named 'results' stores the aggregated results across all runs, which are used to calculate and display the aggregate metrics on the Open LLM Leaderboard. The README also provides an example demonstrating how to use the Hugging Face datasets library to load the detailed information of each run.

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jordiclive/gpt4all-alpaca-oa-codealpaca-lora-13b在Open LLM Leaderboard上的自动创建的。

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。
• 数据来源：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。
• 最新结果："train"分割总是指向最新的结果。
• 结果汇总：一个额外的配置"results"存储所有运行的汇总结果，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_jordiclive__gpt4all-alpaca-oa-codealpaca-lora-13b", "harness_winogrande_5", split="train")

最新结果

以下是最新结果的摘要： python { "all": { "em": 0.0019924496644295304, "em_stderr": 0.000456667646266702, "f1": 0.05642302852349, "f1_stderr": 0.0012977737732540458, "acc": 0.41872834230806744, "acc_stderr": 0.009633077195432445 }, "harness|drop|3": { "em": 0.0019924496644295304, "em_stderr": 0.000456667646266702, "f1": 0.05642302852349, "f1_stderr": 0.0012977737732540458 }, "harness|gsm8k|5": { "acc": 0.0758150113722517, "acc_stderr": 0.0072912057231625796 }, "harness|winogrande|5": { "acc": 0.7616416732438832, "acc_stderr": 0.011974948667702311 } }

配置详情

以下是部分配置的详细信息：

• harness_arc_challenge_25

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|arc:challenge|25_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-09T17:57:53.688517.parquet

• harness_drop_3

  • 分割：2023_09_22T20_03_30.331669
  • 路径：**/details_harness|drop|3_2023-09-22T20-03-30.331669.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-22T20-03-30.331669.parquet

• harness_gsm8k_5

  • 分割：2023_09_22T20_03_30.331669
  • 路径：**/details_harness|gsm8k|5_2023-09-22T20-03-30.331669.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-22T20-03-30.331669.parquet

• harness_hellaswag_10

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hellaswag|10_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：多个路径，例如**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T17:57:53.688517.parquet等
  • 分割：latest
  • 路径：多个路径，例如**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T17:57:53.688517.parquet等

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-09T17:57:53.688517.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-09T17:57:53.688517.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_09T17_57_53.688517
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T17:57:53.688517.parquet