open-llm-leaderboard-old/details_PulsarAI__2x-LoRA-Assemble-Platypus2-13B

该数据集是在Open LLM Leaderboard上对模型PulsarAI/2x-LoRA-Assemble-Platypus2-13B进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由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分割始终指向最新结果。此外，名为results的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还提供了如何使用`datasets`库中的`load_dataset`函数加载运行细节的示例。

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 PulsarAI/2x-LoRA-Assemble-Platypus2-13B 在 Open LLM Leaderboard 上的自动创建的。

数据集结构

• 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。每个运行在每个配置中作为一个特定的分片存在，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_PulsarAI__2x-LoRA-Assemble-Platypus2-13B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-26T04:49:09.510505 运行的最新结果： python { "all": { "em": 0.14020553691275167, "em_stderr": 0.003555654511760366, "f1": 0.25958473154362444, "f1_stderr": 0.003697673494004961, "acc": 0.3790556094431875, "acc_stderr": 0.007400551365645916 }, "harness|drop|3": { "em": 0.14020553691275167, "em_stderr": 0.003555654511760366, "f1": 0.25958473154362444, "f1_stderr": 0.003697673494004961 }, "harness|gsm8k|5": { "acc": 0.009097801364670205, "acc_stderr": 0.002615326510775672 }, "harness|winogrande|5": { "acc": 0.7490134175217048, "acc_stderr": 0.012185776220516161 } }

配置详情

以下是数据集的配置详情：

配置列表

• harness_arc_challenge_25
• harness_drop_3
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5
• harness_hendrycksTest_abstract_algebra_5
• harness_hendrycksTest_anatomy_5
• harness_hendrycksTest_astronomy_5
• harness_hendrycksTest_business_ethics_5
• harness_hendrycksTest_clinical_knowledge_5
• harness_hendrycksTest_college_biology_5
• harness_hendrycksTest_college_chemistry_5
• harness_hendrycksTest_college_computer_science_5
• harness_hendrycksTest_college_mathematics_5
• harness_hendrycksTest_college_medicine_5
• harness_hendrycksTest_college_physics_5
• harness_hendrycksTest_computer_security_5
• harness_hendrycksTest_conceptual_physics_5
• harness_hendrycksTest_econometrics_5
• harness_hendrycksTest_electrical_engineering_5
• harness_hendrycksTest_elementary_mathematics_5

数据文件路径

每个配置包含多个分片，每个分片对应一个特定的时间戳，路径如下：

• harness_arc_challenge_25
  • 2023_10_08T14_58_33.553023: **/details_harness|arc:challenge|25_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|arc:challenge|25_2023-10-08T14-58-33.553023.parquet
• harness_drop_3
  • 2023_10_26T04_49_09.510505: **/details_harness|drop|3_2023-10-26T04-49-09.510505.parquet
  • latest: **/details_harness|drop|3_2023-10-26T04-49-09.510505.parquet
• harness_gsm8k_5
  • 2023_10_26T04_49_09.510505: **/details_harness|gsm8k|5_2023-10-26T04-49-09.510505.parquet
  • latest: **/details_harness|gsm8k|5_2023-10-26T04-49-09.510505.parquet
• harness_hellaswag_10
  • 2023_10_08T14_58_33.553023: **/details_harness|hellaswag|10_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hellaswag|10_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T14-58-33.553023.parquet 等
  • latest: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T14-58-33.553023.parquet 等
• harness_hendrycksTest_abstract_algebra_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_anatomy_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-anatomy|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-anatomy|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_astronomy_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-astronomy|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-astronomy|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_business_ethics_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-business_ethics|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-business_ethics|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_clinical_knowledge_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_biology_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_biology|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_biology|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_chemistry_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_computer_science_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_mathematics_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_medicine_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_medicine|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_medicine|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_college_physics_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-college_physics|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-college_physics|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_computer_security_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-computer_security|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-computer_security|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_conceptual_physics_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-08T14-58-33.553023.parquet
• harness_hendrycksTest_econometrics_5
  • 2023_10_08T14_58_33.553023: **/details_harness|hendrycksTest-econometrics|5_2023-10-08T14-58-33.553023.parquet
  • latest: **/details_harness|hendrycksTest-econometrics|5_2023-10-08T14-58-33.553023.parquet