open-llm-leaderboard/details_FelixChao__llama2-13b-math1.1

该数据集是在Open LLM Leaderboard上对模型FelixChao/llama2-13b-math1.1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3次运行生成，每次运行的结果作为一个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，并用于在Open LLM Leaderboard上计算和显示聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 FelixChao/llama2-13b-math1.1 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 3 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。
• 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_FelixChao__llama2-13b-math1.1", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T00:33:55.833296 运行的最新结果： python { "all": { "em": 0.055683724832214766, "em_stderr": 0.002348348394190227, "f1": 0.13264366610738232, "f1_stderr": 0.0027382594726878934, "acc": 0.42558849383038144, "acc_stderr": 0.010386118205480476 }, "harness|drop|3": { "em": 0.055683724832214766, "em_stderr": 0.002348348394190227, "f1": 0.13264366610738232, "f1_stderr": 0.0027382594726878934 }, "harness|gsm8k|5": { "acc": 0.1068991660348749, "acc_stderr": 0.008510982565520478 }, "harness|winogrande|5": { "acc": 0.744277821625888, "acc_stderr": 0.012261253845440473 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割：2023_08_18T11_29_01.098404
    • 路径：**/details_harness|arc:challenge|25_2023-08-18T11:29:01.098404.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-08-18T11:29:01.098404.parquet

• harness_drop_3

  • 分割：2023_09_18T01_52_04.935110
    • 路径：**/details_harness|drop|3_2023-09-18T01-52-04.935110.parquet
  • 分割：2023_10_16T00_33_55.833296
    • 路径：**/details_harness|drop|3_2023-10-16T00-33-55.833296.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-16T00-33-55.833296.parquet

• harness_gsm8k_5

  • 分割：2023_09_18T01_52_04.935110
    • 路径：**/details_harness|gsm8k|5_2023-09-18T01-52-04.935110.parquet
  • 分割：2023_10_16T00_33_55.833296
    • 路径：**/details_harness|gsm8k|5_2023-10-16T00-33-55.833296.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-16T00-33-55.833296.parquet

• harness_hellaswag_10

  • 分割：2023_08_18T11_29_01.098404
    • 路径：**/details_harness|hellaswag|10_2023-08-18T11:29:01.098404.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-08-18T11:29:01.098404.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_18T11_29_01.098404
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-18T11:29:01.098404.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-18T11:29:01.098404.parquet
      • `**/details_harness|hendrycksTest-philosophy|5_2023-08-18T11:29