open-llm-leaderboard-old/details_SCE__Mistral-7B-math-ia3-tuned

该数据集是在评估模型SCE/Mistral-7B-math-ia3-tuned时自动创建的，评估是在Open LLM Leaderboard上进行的。数据集包含63个配置，每个配置对应一个评估任务。数据集由1次运行创建，每次运行的结果作为一个特定的分割存储，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

该数据集是在模型 SCE/Mistral-7B-math-ia3-tuned 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集组成

• 数据集包含 63 个配置，每个配置对应一个评估任务。
• 数据集来自 1 次运行，每次运行在每个配置中都有一个特定的分割，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 "results" 配置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_SCE__Mistral-7B-math-ia3-tuned", "harness_winogrande_5", split="train")

最新结果

以下是 2024-01-29T07:55:26.696001 运行的最新结果：

python { "all": { "acc": 0.597094516437562, "acc_stderr": 0.033396196017173016, "acc_norm": 0.6014163034201743, "acc_norm_stderr": 0.03407797923224814, "mc1": 0.40636474908200737, "mc1_stderr": 0.017193835812093893, "mc2": 0.5807124282513559, "mc2_stderr": 0.015370155281237467 }, "harness|arc:challenge|25": { "acc": 0.5273037542662116, "acc_stderr": 0.014589589101985998, "acc_norm": 0.5725255972696246, "acc_norm_stderr": 0.014456862944650647 }, "harness|hellaswag|10": { "acc": 0.6082453694483171, "acc_stderr": 0.004871447106554924, "acc_norm": 0.8079067914758016, "acc_norm_stderr": 0.003931408309245499 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, # 其他任务的结果省略 }

配置详情

• harness_arc_challenge_25

  • 分割: 2024_01_29T07_55_26.696001
  • 路径: **/details_harness|arc:challenge|25_2024-01-29T07-55-26.696001.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2024-01-29T07-55-26.696001.parquet

• harness_gsm8k_5

  • 分割: 2024_01_29T07_55_26.696001
  • 路径: **/details_harness|gsm8k|5_2024-01-29T07-55-26.696001.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2024-01-29T07-55-26.696001.parquet

• harness_hellaswag_10

  • 分割: 2024_01_29T07_55_26.696001
  • 路径: **/details_harness|hellaswag|10_2024-01-29T07-55-26.696001.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2024-01-29T07-55-26.696001.parquet

• harness_hendrycksTest_5

  • 分割: 2024_01_29T07_55_26.696001
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2024-01-29T07-55-26.696001.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2024-01-29T07-55-26.696001.parquet
    • `**/details_harness|hendrycksTest-high_school_biology|5_2024-01