open-llm-leaderboard/details_TaylorAI__Flash-Llama-30M-20001

该数据集是在Open LLM Leaderboard上对模型TaylorAI/Flash-Llama-30M-20001进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个被评估的任务。数据集由2次运行生成，每次运行都作为每个配置中的一个特定拆分存储。train拆分始终指向最新的结果。此外，还有一个results配置存储了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。README还提供了如何使用`datasets`库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在评估模型 TaylorAI/Flash-Llama-30M-20001 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

数据集由 64 个配置组成，每个配置对应一个评估任务。数据集从 2 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。

额外配置

一个额外的配置 "results" 存储了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_TaylorAI__Flash-Llama-30M-20001", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T02:44:26.412393 运行的最新结果： python { "all": { "em": 0.002307046979865772, "em_stderr": 0.0004913221265094458, "f1": 0.006848783557046977, "f1_stderr": 0.0006387737069456149, "acc": 0.2541436464088398, "acc_stderr": 0.007025277661412097 }, "harness|drop|3": { "em": 0.002307046979865772, "em_stderr": 0.0004913221265094458, "f1": 0.006848783557046977, "f1_stderr": 0.0006387737069456149 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5082872928176796, "acc_stderr": 0.014050555322824194 } }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2023_09_06T09_53_56.209295
    • path: **/details_harness|arc:challenge|25_2023-09-06T09-53-56.209295.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-09-06T09-53-56.209295.parquet

• config_name: harness_drop_3

  • split: 2023_09_17T02_44_26.412393
    • path: **/details_harness|drop|3_2023-09-17T02-44-26.412393.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-09-17T02-44-26.412393.parquet

• config_name: harness_gsm8k_5

  • split: 2023_09_17T02_44_26.412393
    • path: **/details_harness|gsm8k|5_2023-09-17T02-44-26.412393.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-09-17T02-44-26.412393.parquet

• config_name: harness_hellaswag_10

  • split: 2023_09_06T09_53_56.209295
    • path: **/details_harness|hellaswag|10_2023-09-06T09-53-56.209295.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-09-06T09-53-56.209295.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_09_06T09_53_56.209295
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-06T09-53-56.209295.parquet
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      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-management|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-09-06T09-53-56.209295.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-0