open-llm-leaderboard-old/details_freecs__Tiny-Llama-3-7b

该数据集是在模型 freecs/Tiny-Llama-3-7b 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 63 个配置组成，每个配置对应一个评估任务。数据集是从一个或多个运行中生成的，每个运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。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。README 还包括如何使用 datasets 库加载数据集的示例，并提供了特定运行的最新结果。

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freecs/Tiny-Llama-3-7b在Open LLM Leaderboard上的自动创建的。数据集包含63个配置，每个配置对应一个评估任务。

数据集结构

数据集由1次运行创建，每个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"分割总是指向最新的结果。

额外配置

一个额外的配置"results"存储了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

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_freecs__Tiny-Llama-3-7b", "harness_winogrande_5", split="train")

最新结果

以下是2024-01-17T03:01:17.599813运行的最新结果： python { "all": { "acc": 0.250629407659835, "acc_stderr": 0.030466481126384053, "acc_norm": 0.2521914286046078, "acc_norm_stderr": 0.031247424038738997, "mc1": 0.23623011015911874, "mc1_stderr": 0.014869755015871119, "mc2": 0.3803046918315385, "mc2_stderr": 0.014776905887343683 }, "harness|arc:challenge|25": { "acc": 0.29266211604095566, "acc_stderr": 0.013295916103619418, "acc_norm": 0.3464163822525597, "acc_norm_stderr": 0.013905011180063251 }, "harness|hellaswag|10": { "acc": 0.42630950009958174, "acc_stderr": 0.004935291975579184, "acc_norm": 0.563931487751444, "acc_norm_stderr": 0.004948824501355487 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.26, "acc_stderr": 0.04408440022768081, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768081 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_01_17T03_01_17.599813
    • path: **/details_harness|arc:challenge|25_2024-01-17T03-01-17.599813.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-01-17T03-01-17.599813.parquet

• config_name: harness_gsm8k_5

  • split: 2024_01_17T03_01_17.599813
    • path: **/details_harness|gsm8k|5_2024-01-17T03-01-17.599813.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-01-17T03-01-17.599813.parquet

• config_name: harness_hellaswag_10

  • split: 2024_01_17T03_01_17.599813
    • path: **/details_harness|hellaswag|10_2024-01-17T03-01-17.599813.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-01-17T03-01-17.599813.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_01_17T03_01_17.599813
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-international_law|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-management|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-marketing|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2024-01-17T03-01-17.599813.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5