open-llm-leaderboard/details_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r4-q_k_v_o

该数据集是在模型CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r4-q_k_v_o在Open LLM Leaderboard上的评估运行期间自动创建的。它由64个配置组成，每个配置对应一个被评估的任务。数据集是从2次运行中生成的，每次运行在每个配置中表示为特定的拆分。train拆分始终指向最新的结果。一个额外的配置results存储了所有运行的聚合结果，这些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

数据集来源

该数据集是在评估模型 CHIH-HUNG/llama-2-13b-FINETUNE5_4w-r4-q_k_v_o 在 Open LLM Leaderboard 上的运行过程中自动创建的。

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。
• 数据集由 2 次运行创建，每次运行的结果作为特定分片存储，分片名称使用运行的时间戳。
• "train" 分片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_CHIH-HUNG__llama-2-13b-FINETUNE5_4w-r4-q_k_v_o", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-28T03:32:51.454817 运行的最新结果： python { "all": { "em": 0.37258808724832215, "em_stderr": 0.004951428522573584, "f1": 0.41863255033557134, "f1_stderr": 0.004838761301543826, "acc": 0.4445987937813739, "acc_stderr": 0.010466651540029098 }, "harness|drop|3": { "em": 0.37258808724832215, "em_stderr": 0.004951428522573584, "f1": 0.41863255033557134, "f1_stderr": 0.004838761301543826 }, "harness|gsm8k|5": { "acc": 0.12282031842304776, "acc_stderr": 0.009041108602874675 }, "harness|winogrande|5": { "acc": 0.7663772691397001, "acc_stderr": 0.011892194477183524 } }

配置详情

• harness_arc_challenge_25

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|arc:challenge|25_2023-10-10T09-48-52.263585.parquet

• harness_drop_3

  • 分片：2023_10_28T03_32_51.454817, latest
  • 路径：**/details_harness|drop|3_2023-10-28T03-32-51.454817.parquet

• harness_gsm8k_5

  • 分片：2023_10_28T03_32_51.454817, latest
  • 路径：**/details_harness|gsm8k|5_2023-10-28T03-32-51.454817.parquet

• harness_hellaswag_10

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hellaswag|10_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_anatomy_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_astronomy_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_business_ethics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_biology_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_medicine_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_college_physics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_computer_security_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_econometrics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-10T09-48-52.263585.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分片：2023_10_10T09_48_52.263585, latest
  • 路径：**/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-10T09-48-52.263585.parquet

以上是数据集的详细概述，包括数据集的来源、组成、加载示例、最新结果以及各个配置的详细信息。