open-llm-leaderboard/details_chargoddard__llama2-22b-blocktriangular

该数据集是在评估模型chargoddard/llama2-22b-blocktriangular时自动创建的，用于Open LLM Leaderboard的评估。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次运行生成，每次运行的结果作为特定的分割存储在配置中，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，还有一个名为results的配置，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。

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 chargoddard/llama2-22b-blocktriangular 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。"train" 分割始终指向最新的结果。

额外配置

有一个额外的配置 "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_chargoddard__llama2-22b-blocktriangular", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-18T10:02:48.850156 运行的最新结果： python { "all": { "em": 0.002202181208053691, "em_stderr": 0.000480051081661935, "f1": 0.06165897651006692, "f1_stderr": 0.0013848407345463738, "acc": 0.4357400460634537, "acc_stderr": 0.010354651175233286 }, "harness|drop|3": { "em": 0.002202181208053691, "em_stderr": 0.000480051081661935, "f1": 0.06165897651006692, "f1_stderr": 0.0013848407345463738 }, "harness|gsm8k|5": { "acc": 0.11220621683093253, "acc_stderr": 0.008693743138242383 }, "harness|winogrande|5": { "acc": 0.7592738752959748, "acc_stderr": 0.012015559212224186 } }

配置详情

以下是数据集的配置详情：

配置 harness_arc_challenge_25

• 分割 2023_08_17T16_15_19.075132
  • 路径: **/details_harness|arc:challenge|25_2023-08-17T16:15:19.075132.parquet
• 分割 latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-17T16:15:19.075132.parquet

配置 harness_drop_3

• 分割 2023_10_18T05_53_32.762527
  • 路径: **/details_harness|drop|3_2023-10-18T05-53-32.762527.parquet
• 分割 2023_10_18T10_02_48.850156
  • 路径: **/details_harness|drop|3_2023-10-18T10-02-48.850156.parquet
• 分割 latest
  • 路径: **/details_harness|drop|3_2023-10-18T10-02-48.850156.parquet

配置 harness_gsm8k_5

• 分割 2023_10_18T05_53_32.762527
  • 路径: **/details_harness|gsm8k|5_2023-10-18T05-53-32.762527.parquet
• 分割 2023_10_18T10_02_48.850156
  • 路径: **/details_harness|gsm8k|5_2023-10-18T10-02-48.850156.parquet
• 分割 latest
  • 路径: **/details_harness|gsm8k|5_2023-10-18T10-02-48.850156.parquet

配置 harness_hellaswag_10

• 分割 2023_08_17T16_15_19.075132
  • 路径: **/details_harness|hellaswag|10_2023-08-17T16:15:19.075132.parquet
• 分割 latest
  • 路径: **/details_harness|hellaswag|10_2023-08-17T16:15:19.075132.parquet

配置 harness_hendrycksTest_5

• 分割 2023_08_17T16_15_19.075132
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-management|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-08-17T16:15:19.075132.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-08-17T16:15:19.075132.parquet
    • `**/details_harness|hend