open-llm-leaderboard/details_uukuguy__speechless-llama2-hermes-orca-platypus-wizardlm-13b

该数据集是在Open LLM Leaderboard上对模型uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b进行评估时自动创建的。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3次运行生成，每次运行的结果作为特定分割存储在配置中，分割以运行的时间戳命名。train分割始终指向最新结果。此外，results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 uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b 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 3 次运行创建，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，用于计算和显示在 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_uukuguy__speechless-llama2-hermes-orca-platypus-wizardlm-13b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-15T13:11:43.680043 运行的最新结果：

python { "all": { "em": 0.057466442953020135, "em_stderr": 0.0023833905882384896, "f1": 0.17808829697986514, "f1_stderr": 0.002972308703760267, "acc": 0.44245449154575855, "acc_stderr": 0.010703432271512695 }, "harness|drop|3": { "em": 0.057466442953020135, "em_stderr": 0.0023833905882384896, "f1": 0.17808829697986514, "f1_stderr": 0.002972308703760267 }, "harness|gsm8k|5": { "acc": 0.13115996967399546, "acc_stderr": 0.009298499235587858 }, "harness|winogrande|5": { "acc": 0.7537490134175217, "acc_stderr": 0.012108365307437531 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_02T00_07_11.850382
  • 路径: **/details_harness|arc:challenge|25_2023-09-02T00:07:11.850382.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2023-09-02T00:07:11.850382.parquet

• harness_drop_3

  • 分割: 2023_10_15T13_11_43.680043
  • 路径: **/details_harness|drop|3_2023-10-15T13-11-43.680043.parquet
  • 分割: latest
  • 路径: **/details_harness|drop|3_2023-10-15T13-11-43.680043.parquet

• harness_gsm8k_5

  • 分割: 2023_10_15T13_11_43.680043
  • 路径: **/details_harness|gsm8k|5_2023-10-15T13-11-43.680043.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2023-10-15T13-11-43.680043.parquet

• harness_hellaswag_10

  • 分割: 2023_09_02T00_07_11.850382
  • 路径: **/details_harness|hellaswag|10_2023-09-02T00:07:11.850382.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_02T00_07_11.850382
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-management|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-09-02T00:07:11.850382.parquet
    • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-02T00:07:11.850382.parquet
    • `**/details