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

该数据集是在评估模型[uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b](https://huggingface.co/uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b)时自动生成的，评估是在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上进行的。数据集由64个配置组成，每个配置对应一个评估任务。数据集是从3次运行中创建的，每次运行都可以在特定配置中找到，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，还有一个名为results的配置，存储了所有运行的聚合结果，并用于计算和显示[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的聚合指标。

原始信息汇总

数据集概述

数据集创建

• 数据集是在模型 uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b 的评估运行期间自动创建的。
• 该数据集用于 Open LLM Leaderboard。

数据集结构

• 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 3 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。
• 额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示聚合指标。

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

• 最新结果来自 2023-10-15T13:11:43.680043 运行，包含以下指标： 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, 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, 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, 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, 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, latest
  • 路径：多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_anatomy_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-anatomy|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_astronomy_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-astronomy|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-business_ethics|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_biology_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_biology|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_chemistry|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_computer_science|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_mathematics|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_medicine|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_college_physics_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-college_physics|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_computer_security_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-computer_security|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-conceptual_physics|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_econometrics_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-econometrics|5_2023-09-02T00:07:11.850382.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割：2023_09_02T00_07_11.850382, latest
  • 路径：**/details_harness|hendrycksTest-electrical_engineering|5_2023-09-02T00:07:11.850382.parquet

以上是数据集的详细概述，包括数据集的创建背景、结构、加载示例、最新结果以及各个配置的详细信息。