open-llm-leaderboard-old/details_ehartford__CodeLlama-34b-Python-hf

该数据集是在模型`ehartford/CodeLlama-34b-Python-hf`在Open LLM Leaderboard上的评估运行过程中自动创建的。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2次运行生成，每次运行的结果存储为特定配置中的一个split，split的名称使用运行的时间戳。train split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

该数据集是在评估模型 ehartford/CodeLlama-34b-Python-hf 在 Open LLM Leaderboard 上的自动创建的。

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" 分割始终指向最新结果。
• 一个额外的配置 "results" 存储所有运行结果的聚合，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_ehartford__CodeLlama-34b-Python-hf", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T22:02:41.600326 运行的最新结果： python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931190325, "f1": 0.0019200922818791944, "f1_stderr": 0.0004138356823487018, "acc": 0.3307024467245462, "acc_stderr": 0.006650084932921209 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931190325, "f1": 0.0019200922818791944, "f1_stderr": 0.0004138356823487018 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.6614048934490924, "acc_stderr": 0.013300169865842417 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|arc:challenge|25_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-26T01:57:15.339948.parquet

• harness_drop_3

  • 分割：2023_09_17T22_02_41.600326
  • 路径：**/details_harness|drop|3_2023-09-17T22-02-41.600326.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-09-17T22-02-41.600326.parquet

• harness_gsm8k_5

  • 分割：2023_09_17T22_02_41.600326
  • 路径：**/details_harness|gsm8k|5_2023-09-17T22-02-41.600326.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-09-17T22-02-41.600326.parquet

• harness_hellaswag_10

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hellaswag|10_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-26T01:57:15.339948.parquet 等 36 个文件
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-26T01:57:15.339948.parquet 等 36 个文件

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-26T01:57:15.339948.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_26T01_57_15.339948
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-26T01:57:15.339948.parquet
  • 分割：latest
  • 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-