open-llm-leaderboard/details_DevaMalla__llama_7b_qlora

该数据集是在Open LLM Leaderboard上对模型DevaMalla/llama_7b_qlora进行评估时自动生成的。数据集包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train分割始终指向最新的结果。此外，名为results的配置存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示聚合指标。README还提供了加载数据集详细信息的Python代码片段，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在对模型 DevaMalla/llama_7b_qlora 进行评估运行时自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 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 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。
• 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。

最新结果

以下是 2023-10-27T12:48:55.700412 运行 的最新结果：

python { "all": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857114, "f1": 0.05457109899328867, "f1_stderr": 0.0012808137665620593, "acc": 0.38304442448507725, "acc_stderr": 0.009175242098063443 }, "harness|drop|3": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857114, "f1": 0.05457109899328867, "f1_stderr": 0.0012808137665620593 }, "harness|gsm8k|5": { "acc": 0.045489006823351025, "acc_stderr": 0.0057396576567222 }, "harness|winogrande|5": { "acc": 0.7205998421468035, "acc_stderr": 0.012610826539404686 } }

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_DevaMalla__llama_7b_qlora", "harness_winogrande_5", split="train")

配置详情

• harness_arc_challenge_25

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|arc:challenge|25_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-09-13T08-44-02.793862.parquet

• harness_drop_3

  • 分割：2023_10_27T12_48_55.700412
  • 路径：**/details_harness|drop|3_2023-10-27T12-48-55.700412.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-27T12-48-55.700412.parquet

• harness_gsm8k_5

  • 分割：2023_10_27T12_48_55.700412
  • 路径：**/details_harness|gsm8k|5_2023-10-27T12-48-55.700412.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-27T12-48-55.700412.parquet

• harness_hellaswag_10

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hellaswag|10_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T08-44-02.793862.parquet 等 50 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T08-44-02.793862.parquet 等 50 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-13T08-44-02.793862.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_13T08_44_02.793862
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-13T08-44-02.793862.parquet
  • 分割：latest
  • 路径：`**/