open-llm-leaderboard/details_ehartford__minotaur-llama2-13b-qlora

该数据集是在评估模型ehartford/minotaur-llama2-13b-qlora时自动创建的，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，每次运行的结果存储在不同的分割中，分割名称为运行的时间戳。train分割始终指向最新的结果。此外，还有一个results配置存储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。

This dataset was automatically created during the evaluation of the model ehartford/minotaur-llama2-13b-qlora. It contains 64 configurations, each corresponding to one evaluation task. The dataset is generated from two runs, with results of each run stored in separate dataset splits named after the timestamp of the corresponding run. The 'train' split always points to the most recent results. Additionally, a 'results' configuration is provided to store the aggregated results across all runs, which is used to calculate and display aggregate metrics on the Open LLM Leaderboard.

原始信息汇总

数据集概述

该数据集是在对模型 ehartford/minotaur-llama2-13b-qlora 进行评估运行期间自动创建的，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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_ehartford__minotaur-llama2-13b-qlora", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-18T15:04:43.110639 运行的最新结果：

python { "all": { "em": 0.08305369127516779, "em_stderr": 0.0028261230954209926, "f1": 0.14533661912751625, "f1_stderr": 0.003000368188887415, "acc": 0.4414884036541998, "acc_stderr": 0.010464953595556116 }, "harness|drop|3": { "em": 0.08305369127516779, "em_stderr": 0.0028261230954209926, "f1": 0.14533661912751625, "f1_stderr": 0.003000368188887415 }, "harness|gsm8k|5": { "acc": 0.12054586808188021, "acc_stderr": 0.008968608285309073 }, "harness|winogrande|5": { "acc": 0.7624309392265194, "acc_stderr": 0.011961298905803159 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|arc:challenge|25_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|arc:challenge|25_2023-08-18T01:34:00.982275.parquet

• harness_drop_3

  • 分割：2023_10_18T15_04_43.110639
  • 路径：**/details_harness|drop|3_2023-10-18T15-04-43.110639.parquet
  • 分割：latest
  • 路径：**/details_harness|drop|3_2023-10-18T15-04-43.110639.parquet

• harness_gsm8k_5

  • 分割：2023_10_18T15_04_43.110639
  • 路径：**/details_harness|gsm8k|5_2023-10-18T15-04-43.110639.parquet
  • 分割：latest
  • 路径：**/details_harness|gsm8k|5_2023-10-18T15-04-43.110639.parquet

• harness_hellaswag_10

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hellaswag|10_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hellaswag|10_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：多个文件路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：多个文件路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-08-18T01:34:00.982275.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_08_18T01_34_00.982275
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-18T01:34:00.982275.parquet
  • 分割：latest