open-llm-leaderboard-old/details_davzoku__cria-llama2-7b-v1.3_peft

该数据集是在Open LLM Leaderboard上对模型davzoku/cria-llama2-7b-v1.3_peft进行评估时自动生成的。数据集包含64个配置，每个配置对应一个被评估的任务。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，分割名称根据运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个名为results的配置，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。README还提供了如何使用Hugging Face datasets库加载运行中的详细信息的示例。

原始信息汇总

数据集概述

数据集创建背景

该数据集是在对模型 davzoku/cria-llama2-7b-v1.3_peft 进行评估运行期间自动创建的，评估结果展示在 Open LLM Leaderboard 上。

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 2 次运行中创建，每次运行在每个配置中作为一个特定的分割存在，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在 Open LLM Leaderboard 上。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_davzoku__cria-llama2-7b-v1.3_peft", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-14T22:14:50.964643 运行的最新结果： python { "all": { "em": 0.08651426174496644, "em_stderr": 0.002878951774581331, "f1": 0.14823406040268378, "f1_stderr": 0.0031363121759689235, "acc": 0.3877234732729646, "acc_stderr": 0.009844336814055742 }, "harness|drop|3": { "em": 0.08651426174496644, "em_stderr": 0.002878951774581331, "f1": 0.14823406040268378, "f1_stderr": 0.0031363121759689235 }, "harness|gsm8k|5": { "acc": 0.06747536012130402, "acc_stderr": 0.006909475136357469 }, "harness|winogrande|5": { "acc": 0.7079715864246251, "acc_stderr": 0.012779198491754015 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-17T19:00:21.145546.parquet

• harness_drop_3

  • 分割: 2023_10_14T22_14_50.964643, latest
  • 路径: **/details_harness|drop|3_2023-10-14T22-14-50.964643.parquet

• harness_gsm8k_5

  • 分割: 2023_10_14T22_14_50.964643, latest
  • 路径: **/details_harness|gsm8k|5_2023-10-14T22-14-50.964643.parquet

• harness_hellaswag_10

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hellaswag|10_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: 多个路径，例如 **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_abstract_algebra_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_anatomy_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-anatomy|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_astronomy_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-astronomy|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_business_ethics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_clinical_knowledge_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_biology_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_biology|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_chemistry_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_computer_science_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_mathematics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_medicine_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_college_physics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-college_physics|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_computer_security_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-computer_security|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_conceptual_physics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_econometrics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-econometrics|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_electrical_engineering_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T19:00:21.145546.parquet

• harness_hendrycksTest_elementary_mathematics_5

  • 分割: 2023_08_17T19_00_21.145546, latest
  • 路径: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T19:00:21.145546.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。