open-llm-leaderboard/details_anas-awadalla__mpt-7b

该数据集是在评估模型anas-awadalla/mpt-7b时自动创建的，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为特定的分割，分割名称使用运行的时间戳。此外，还提供了一个名为results的配置，用于存储所有运行的聚合结果，并在Open LLM Leaderboard上显示聚合指标。

This dataset was automatically generated during the evaluation of the model anas-awadalla/mpt-7b, and contains 64 configurations, each corresponding to one evaluation task. The dataset is constructed from two separate runs, with the results of each run stored as a dedicated data split, where the split name uses the timestamp of the corresponding run. Furthermore, a configuration named `results` is provided to store the aggregated results across all runs and display the aggregated metrics on the Open LLM Leaderboard.

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 anas-awadalla/mpt-7b 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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_anas-awadalla__mpt-7b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T09:30:50.609279 运行的最新结果： python { "all": { "em": 0.0006291946308724832, "em_stderr": 0.0002568002749724036, "f1": 0.055483431208053824, "f1_stderr": 0.0012896726370180557, "acc": 0.38078553207836646, "acc_stderr": 0.009004668193232201 }, "harness|drop|3": { "em": 0.0006291946308724832, "em_stderr": 0.0002568002749724036, "f1": 0.055483431208053824, "f1_stderr": 0.0012896726370180557 }, "harness|gsm8k|5": { "acc": 0.0401819560272934, "acc_stderr": 0.005409439736970527 }, "harness|winogrande|5": { "acc": 0.7213891081294396, "acc_stderr": 0.012599896649493876 } }

配置详情

以下是部分配置及其数据文件路径：

• harness_arc_challenge_25

  • 分割: 2023_08_30T03_55_09.041591
    • 路径: **/details_harness|arc:challenge|25_2023-08-30T03:55:09.041591.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-30T03:55:09.041591.parquet

• harness_drop_3

  • 分割: 2023_09_17T09_30_50.609279
    • 路径: **/details_harness|drop|3_2023-09-17T09-30-50.609279.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-09-17T09-30-50.609279.parquet

• harness_gsm8k_5

  • 分割: 2023_09_17T09_30_50.609279
    • 路径: **/details_harness|gsm8k|5_2023-09-17T09-30-50.609279.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-09-17T09-30-50.609279.parquet

• harness_hellaswag_10

  • 分割: 2023_08_30T03_55_09.041591
    • 路径: **/details_harness|hellaswag|10_2023-08-30T03:55:09.041591.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-30T03:55:09.041591.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_30T03_55_09.041591
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-30T03:55:09.041591.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-08-30T03:55:09.041591.parquet
      • `**/details_