open-llm-leaderboard/details_OpenBuddy__openbuddy-codellama2-34b-v11.1-bf16

该数据集是在评估模型OpenBuddy/openbuddy-codellama2-34b-v11.1-bf16时自动创建的，评估在Open LLM Leaderboard上进行。数据集包含64个配置，每个配置对应一个评估任务。数据集由3次运行创建，每次运行可以在每个配置中找到特定的分割，分割以运行的时间戳命名。train分割始终指向最新的结果。此外，results配置存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。

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 OpenBuddy/openbuddy-codellama2-34b-v11.1-bf16 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

数据集由3次运行结果组成，每次运行的结果可以在每个配置中找到，并以运行的时间戳命名。每个配置中的 "train" 分割始终指向最新的结果。

额外配置

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

以下是加载特定运行结果的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_OpenBuddy__openbuddy-codellama2-34b-v11.1-bf16", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-28T03:42:28.997128 运行 的最新结果： python { "all": { "em": 0.360633389261745, "em_stderr": 0.004917536525106699, "f1": 0.4180935402684579, "f1_stderr": 0.004778710905980245, "acc": 0.5268440191410464, "acc_stderr": 0.012939810741097795 }, "harness|drop|3": { "em": 0.360633389261745, "em_stderr": 0.004917536525106699, "f1": 0.4180935402684579, "f1_stderr": 0.004778710905980245 }, "harness|gsm8k|5": { "acc": 0.3457164518574678, "acc_stderr": 0.013100422990441578 }, "harness|winogrande|5": { "acc": 0.7079715864246251, "acc_stderr": 0.012779198491754013 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割: 2023_10_03T23_40_22.620996
    • 路径: **/details_harness|arc:challenge|25_2023-10-03T23-40-22.620996.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-03T23-40-22.620996.parquet

• harness_drop_3

  • 分割: 2023_10_27T21_47_43.594265
    • 路径: **/details_harness|drop|3_2023-10-27T21-47-43.594265.parquet
  • 分割: 2023_10_28T03_42_28.997128
    • 路径: **/details_harness|drop|3_2023-10-28T03-42-28.997128.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-28T03-42-28.997128.parquet

• harness_gsm8k_5

  • 分割: 2023_10_27T21_47_43.594265
    • 路径: **/details_harness|gsm8k|5_2023-10-27T21-47-43.594265.parquet
  • 分割: 2023_10_28T03_42_28.997128
    • 路径: **/details_harness|gsm8k|5_2023-10-28T03-42-28.997128.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-28T03-42-28.997128.parquet

• harness_hellaswag_10

  • 分割: 2023_10_03T23_40_22.620996
    • 路径: **/details_harness|hellaswag|10_2023-10-03T23-40-22.620996.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-03T23-40-22.620996.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_03T23_40_22.620996
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-formal_logic|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-global_facts|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_biology|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_geography|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_physics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-human_aging|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-human_sexuality|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-international_law|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-jurisprudence|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-machine_learning|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-management|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-marketing|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-medical_genetics|5_2023-10-03T23-40-22.620996.parquet
    • 路径: **/details_harness|hendrycksTest-miscellaneous|5_2023-10-03T23-40-22.620996.parquet
    • 路径: `**/details_harness|hendrycksTest-moral_disputes|5_2