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

该数据集是在模型PulsarAI/2x-LoRA-Assemble-Platypus2-13B在Open LLM Leaderboard上的评估运行期间自动创建的。它由64个配置组成，每个配置对应一个评估任务。数据集是从2次运行中生成的，每次运行在每个配置中表示为特定的分割。分割使用运行的时间戳命名，且"train"分割始终指向最新结果。一个名为"results"的额外配置存储了运行的所有聚合结果，这些结果用于计算和显示Open LLM Leaderboard上的聚合指标。可以使用`datasets`库中的`load_dataset`函数加载该数据集。

原始信息汇总

数据集概述

该数据集是在模型PulsarAI/2x-LoRA-Assemble-Platypus2-13B在Open LLM Leaderboard上的评估运行期间自动创建的。

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_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：

• harness_arc_challenge_25

  • 分割: 2023_10_08T14_58_33.553023
    • 路径: **/details_harness|arc:challenge|25_2023-10-08T14-58-33.553023.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-08T14-58-33.553023.parquet

• harness_drop_3

  • 分割: 2023_10_26T04_49_09.510505
    • 路径: **/details_harness|drop|3_2023-10-26T04-49-09.510505.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-26T04-49-09.510505.parquet

• harness_gsm8k_5

  • 分割: 2023_10_26T04_49_09.510505
    • 路径: **/details_harness|gsm8k|5_2023-10-26T04-49-09.510505.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-26T04-49-09.510505.parquet

• harness_hellaswag_10

  • 分割: 2023_10_08T14_58_33.553023
    • 路径: **/details_harness|hellaswag|10_2023-10-08T14-58-33.553023.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-08T14-58-33.553023.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_08T14_58_33.553023
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-management|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-08T14-58-33.553023.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-10-08