open-llm-leaderboard-old/details_gagan3012__MetaModelv3

该数据集是在评估模型gagan3012/MetaModelv3时自动创建的，主要用于Open LLM Leaderboard的评估任务。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2次运行生成，每次运行的结果作为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，results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

该数据集是在对模型 gagan3012/MetaModelv3 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。数据集包含 63 个配置，每个配置对应一个评估任务。数据集从 2 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。

数据集结构

数据集包含以下配置：

• harness_arc_challenge_25

  • 分割：2024_01_06T00_37_31.086357
    • 路径：**/details_harness|arc:challenge|25_2024-01-06T00-37-31.086357.parquet
  • 分割：2024_01_06T14_37_49.245100
    • 路径：**/details_harness|arc:challenge|25_2024-01-06T14-37-49.245100.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2024-01-06T14-37-49.245100.parquet

• harness_gsm8k_5

  • 分割：2024_01_06T00_37_31.086357
    • 路径：**/details_harness|gsm8k|5_2024-01-06T00-37-31.086357.parquet
  • 分割：2024_01_06T14_37_49.245100
    • 路径：**/details_harness|gsm8k|5_2024-01-06T14-37-49.245100.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2024-01-06T14-37-49.245100.parquet

• harness_hellaswag_10

  • 分割：2024_01_06T00_37_31.086357
    • 路径：**/details_harness|hellaswag|10_2024-01-06T00-37-31.086357.parquet
  • 分割：2024_01_06T14_37_49.245100
    • 路径：**/details_harness|hellaswag|10_2024-01-06T14-37-49.245100.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2024-01-06T14-37-49.245100.parquet

• harness_hendrycksTest_5

  • 分割：2024_01_06T00_37_31.086357
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-06T00-37-31.086357.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-06T00-37-31.086357.parquet
      • ...

最新结果

以下是 2024-01-06T14:37:49.245100 运行 的最新结果：

python { "all": { "acc": 0.6669797438738813, "acc_stderr": 0.03159130334145702, "acc_norm": 0.6677723990115016, "acc_norm_stderr": 0.03223412669121243, "mc1": 0.5703794369645043, "mc1_stderr": 0.017329234580409095, "mc2": 0.7185979082591908, "mc2_stderr": 0.01501194542851666 }, "harness|arc:challenge|25": { "acc": 0.6834470989761092, "acc_stderr": 0.013592431519068077, "acc_norm": 0.71160409556314, "acc_norm_stderr": 0.013238394422428173 }, "harness|hellaswag|10": { "acc": 0.7130053774148576, "acc_stderr": 0.004514345547780332, "acc_norm": 0.8838876717785302, "acc_norm_stderr": 0.0031970484760036446 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.43, "acc_stderr": 0.049756985195624284, "acc_norm": 0.43, "acc_norm_stderr": 0.049756985195624284 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.6148148148148148, "acc_stderr": 0.04203921040156279, "acc_norm": 0.6148148148148148, "acc_norm_stderr": 0.04203921040156279 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.756578947368421, "acc_stderr": 0.034923496688842384, "acc_norm": 0.756578947368421, "acc_norm_stderr": 0.034923496688842384 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.74, "acc_stderr": 0.0440844002276808, "acc_norm": 0.74, "acc_norm_stderr": 0.0440844002276808 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.6830188679245283, "acc_stderr": 0.02863723563980089, "acc_norm": 0.6830188679245283, "acc_norm_stderr": 0.02863723563980089 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.7777777777777778, "acc_stderr": 0.03476590104304134, "acc_norm": 0.7777777777777778, "acc_norm_stderr": 0.03476590104304134 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.46, "acc_stderr": 0.05009082659620333, "acc_norm": 0.46, "acc_norm_stderr": 0.05009082659620333 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.51, "acc_stderr": 0.05024183937956913, "acc_norm": 0.51, "acc_norm_stderr": 0.05024183937956913 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.32, "acc_stderr": 0.046882617226215034, "acc_norm": 0.32, "acc_norm_stderr": 0.046882617226215034 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.6705202312138728, "acc_stderr": 0.03583901754736412, "acc_norm": 0.6705202312138728, "acc_norm_stderr": 0.03583901754736412 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.38235294117647056, "acc_stderr": 0.04835503696107223, "acc_norm": 0.38235294117647056, "acc_norm_stderr": 0.04835503696107223 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.75, "acc_stderr": 0.04351941398892446, "acc_norm": 0.75, "acc_norm_stderr": 0.04351941398892446 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.625531914893617, "acc_stderr": 0.03163910665367291, "acc_norm": 0.625531914893617, "acc_norm_stderr": 0.03163910665367291 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.4824561403508772, "acc_stderr": 0.04700708033551038, "acc_norm": 0.4824561403508772, "acc_norm_stderr": 0.04700708033551038 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.6344827586206897, "acc_stderr": 0.040131241954243856, "acc_norm": 0.6344827586206897, "acc_norm_stderr": 0.040131241954243856 }, "harness|hendrycksTest-elementary_mathematics|5": { "acc": 0.49