open-llm-leaderboard-old/details_Sao10K__BrainDerp

该数据集是在评估模型Sao10K/BrainDerp时自动创建的，评估是在Open LLM Leaderboard上进行的。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次运行创建，每次运行可以在每个配置中找到特定的分割，分割以运行的时间戳命名。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，并用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

该数据集是在模型 Sao10K/BrainDerp 在 Open LLM Leaderboard 上的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。
• 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_Sao10K__BrainDerp", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-24T00:03:05.483075 运行 的最新结果： python { "all": { "em": 0.031774328859060404, "em_stderr": 0.00179624735213122, "f1": 0.15481229026845572, "f1_stderr": 0.002609735138062246, "acc": 0.4205614858545465, "acc_stderr": 0.009806536501080007 }, "harness|drop|3": { "em": 0.031774328859060404, "em_stderr": 0.00179624735213122, "f1": 0.15481229026845572, "f1_stderr": 0.002609735138062246 }, "harness|gsm8k|5": { "acc": 0.08263836239575435, "acc_stderr": 0.00758408922014814 }, "harness|winogrande|5": { "acc": 0.7584846093133386, "acc_stderr": 0.012028983782011874 } }

配置详情

配置列表

• harness_arc_challenge_25
• harness_drop_3
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5
• harness_hendrycksTest_abstract_algebra_5
• harness_hendrycksTest_anatomy_5
• harness_hendrycksTest_astronomy_5
• harness_hendrycksTest_business_ethics_5
• harness_hendrycksTest_clinical_knowledge_5
• harness_hendrycksTest_college_biology_5
• harness_hendrycksTest_college_chemistry_5
• harness_hendrycksTest_college_computer_science_5
• harness_hendrycksTest_college_mathematics_5
• harness_hendrycksTest_college_medicine_5
• harness_hendrycksTest_college_physics_5
• harness_hendrycksTest_computer_security_5
• harness_hendrycksTest_conceptual_physics_5
• harness_hendrycksTest_econometrics_5
• harness_hendrycksTest_electrical_engineering_5
• harness_hendrycksTest_elementary_mathematics_5

数据文件路径

每个配置包含多个分割，每个分割对应一个特定的时间戳，路径如下：

• harness_arc_challenge_25
  • 2023_10_04T06_59_16.770544: **/details_harness|arc:challenge|25_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|arc:challenge|25_2023-10-04T06-59-16.770544.parquet
• harness_drop_3
  • 2023_10_24T00_03_05.483075: **/details_harness|drop|3_2023-10-24T00-03-05.483075.parquet
  • latest: **/details_harness|drop|3_2023-10-24T00-03-05.483075.parquet
• harness_gsm8k_5
  • 2023_10_24T00_03_05.483075: **/details_harness|gsm8k|5_2023-10-24T00-03-05.483075.parquet
  • latest: **/details_harness|gsm8k|5_2023-10-24T00-03-05.483075.parquet
• harness_hellaswag_10
  • 2023_10_04T06_59_16.770544: **/details_harness|hellaswag|10_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hellaswag|10_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_5
  • 2023_10_04T06_59_16.770544: 多个路径
  • latest: 多个路径
• harness_hendrycksTest_abstract_algebra_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_anatomy_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-anatomy|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-anatomy|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_astronomy_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-astronomy|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-astronomy|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_business_ethics_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-business_ethics|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-business_ethics|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_clinical_knowledge_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_biology_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_biology|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_biology|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_chemistry_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_computer_science_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_mathematics_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_medicine_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_medicine|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_medicine|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_college_physics_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-college_physics|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-college_physics|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_computer_security_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-computer_security|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-computer_security|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_conceptual_physics_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_econometrics_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-econometrics|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-econometrics|5_2023-10-04T06-59-16.770544.parquet
• harness_hendrycksTest_electrical_engineering_5
  • 2023_10_04T06_59_16.770544: **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T06-59-16.770544.parquet
  • latest: **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T06-59-16.770544.parquet
• `harness_hendrycksTest_elementary_mathematics