open-llm-leaderboard/details_CHIH-HUNG__llama-2-13b-FINETUNE3_3.3w-r16-q_k_v_o

该数据集是在Open LLM Leaderboard上对模型CHIH-HUNG/llama-2-13b-FINETUNE3_3.3w-r16-q_k_v_o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，还有一个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上的指标。README还提供了如何使用Hugging Face datasets库加载数据集的示例。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 CHIH-HUNG/llama-2-13b-FINETUNE3_3.3w-r16-q_k_v_o 进行评估运行期间自动创建的。

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，每个运行可以在每个配置中作为一个特定的分片找到，分片名称使用运行的时间戳。"train" 分片始终指向最新的结果。

结果汇总

一个额外的配置 "results" 存储所有运行的汇总结果，用于计算和显示在 Open LLM Leaderboard 上的汇总指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_CHIH-HUNG__llama-2-13b-FINETUNE3_3.3w-r16-q_k_v_o", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-25T19:55:13.680892 运行的最新结果： python { "all": { "em": 0.36294043624161076, "em_stderr": 0.004924332274160861, "f1": 0.4005872483221479, "f1_stderr": 0.004835690948801814, "acc": 0.4514532606737902, "acc_stderr": 0.01063773248719955 }, "harness|drop|3": { "em": 0.36294043624161076, "em_stderr": 0.004924332274160861, "f1": 0.4005872483221479, "f1_stderr": 0.004835690948801814 }, "harness|gsm8k|5": { "acc": 0.13495072024260804, "acc_stderr": 0.009411315282571166 }, "harness|winogrande|5": { "acc": 0.7679558011049724, "acc_stderr": 0.011864149691827934 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分片: 2023_10_01T14_39_43.645345
    • 路径: **/details_harness|arc:challenge|25_2023-10-01T14-39-43.645345.parquet
  • 分片: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-01T14-39-43.645345.parquet

• harness_drop_3

  • 分片: 2023_10_25T19_55_13.680892
    • 路径: **/details_harness|drop|3_2023-10-25T19-55-13.680892.parquet
  • 分片: latest
    • 路径: **/details_harness|drop|3_2023-10-25T19-55-13.680892.parquet

• harness_gsm8k_5

  • 分片: 2023_10_25T19_55_13.680892
    • 路径: **/details_harness|gsm8k|5_2023-10-25T19-55-13.680892.parquet
  • 分片: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-25T19-55-13.680892.parquet

• harness_hellaswag_10

  • 分片: 2023_10_01T14_39_43.645345
    • 路径: **/details_harness|hellaswag|10_2023-10-01T14-39-43.645345.parquet
  • 分片: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-01T14-39-43.645345.parquet

• harness_hendrycksTest_5

  • 分片: 2023_10_01T14_39_43.645345
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-management|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-10-01T14-39-43.645345.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-10-01T14-39-43.645345.parquet
      • `**/details_harness|hendrycksTest-professional_accounting|5_2023-10-01T14-39-43.6