open-llm-leaderboard/details_totally-not-an-llm__EverythingLM-13b-V2-16k

该数据集是在评估模型[totally-not-an-llm/EverythingLM-13b-V2-16k](https://huggingface.co/totally-not-an-llm/EverythingLM-13b-V2-16k)运行期间自动创建的。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2次运行中创建的，每次运行都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命名。train分割始终指向最新的结果。此外，还有一个名为results的附加配置，存储了运行中的所有聚合结果，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

数据集创建背景

该数据集是在对模型 totally-not-an-llm/EverythingLM-13b-V2-16k 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。
• 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_totally-not-an-llm__EverythingLM-13b-V2-16k", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T16:08:08.117578 运行的最新结果： python { "all": { "em": 0.0024119127516778523, "em_stderr": 0.0005023380498893423, "f1": 0.060858850671140774, "f1_stderr": 0.0013785298252049116, "acc": 0.39915227208673193, "acc_stderr": 0.009710896158035016 }, "harness|drop|3": { "em": 0.0024119127516778523, "em_stderr": 0.0005023380498893423, "f1": 0.060858850671140774, "f1_stderr": 0.0013785298252049116 }, "harness|gsm8k|5": { "acc": 0.06823351023502654, "acc_stderr": 0.006945358944067431 }, "harness|winogrande|5": { "acc": 0.7300710339384373, "acc_stderr": 0.0124764333720026 } }

配置详情

• harness_arc_challenge_25

  • 分割：2023_08_22T16_18_10.252388
    • 路径：**/details_harness|arc:challenge|25_2023-08-22T16:18:10.252388.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-08-22T16:18:10.252388.parquet

• harness_drop_3

  • 分割：2023_09_17T16_08_08.117578
    • 路径：**/details_harness|drop|3_2023-09-17T16-08-08.117578.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-09-17T16-08-08.117578.parquet

• harness_gsm8k_5

  • 分割：2023_09_17T16_08_08.117578
    • 路径：**/details_harness|gsm8k|5_2023-09-17T16-08-08.117578.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-09-17T16-08-08.117578.parquet

• harness_hellaswag_10

  • 分割：2023_08_22T16_18_10.252388
    • 路径：**/details_harness|hellaswag|10_2023-08-22T16:18:10.252388.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-08-22T16:18:10.252388.parquet

• harness_hendrycksTest_5

  • 分割：2023_08_22T16_18_10.252388
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-22T16:18:10.252388.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-22T16:18:10.252388.parquet
      • `**/details_harness|hendrycksTest