open-llm-leaderboard-old/details_fangloveskari__ORCA_LLaMA_70B_QLoRA

该数据集是在Open LLM Leaderboard上对模型fangloveskari/ORCA_LLaMA_70B_QLoRA进行评估时自动生成的。数据集包含64个配置，每个配置对应一个评估任务。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，分割名称由运行的时间戳命名。train分割始终指向最新的结果。此外，名为results的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还提供了一个Python代码片段，用于加载运行中的详细信息，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在评估模型 fangloveskari/ORCA_LLaMA_70B_QLoRA 在 Open LLM Leaderboard 上的自动创建的。

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。
• 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_fangloveskari__ORCA_LLaMA_70B_QLoRA", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-23T16:47:31.229796 运行的最新结果：

python { "all": { "em": 0.3109270134228188, "em_stderr": 0.004740252668251192, "f1": 0.47044567953020594, "f1_stderr": 0.004325159736671571, "acc": 0.5600850420632693, "acc_stderr": 0.011402883443890944 }, "harness|drop|3": { "em": 0.3109270134228188, "em_stderr": 0.004740252668251192, "f1": 0.47044567953020594, "f1_stderr": 0.004325159736671571 }, "harness|gsm8k|5": { "acc": 0.2835481425322214, "acc_stderr": 0.012415070917508125 }, "harness|winogrande|5": { "acc": 0.8366219415943172, "acc_stderr": 0.010390695970273764 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_08_29T08_51_06.198415
  • 路径: **/details_harness|arc:challenge|25_2023-08-29T08:51:06.198415.parquet
  • 分割: latest
  • 路径: **/details_harness|arc:challenge|25_2023-08-29T08:51:06.198415.parquet

• harness_drop_3

  • 分割: 2023_09_23T16_47_31.229796
  • 路径: **/details_harness|drop|3_2023-09-23T16-47-31.229796.parquet
  • 分割: latest
  • 路径: **/details_harness|drop|3_2023-09-23T16-47-31.229796.parquet

• harness_gsm8k_5

  • 分割: 2023_09_23T16_47_31.229796
  • 路径: **/details_harness|gsm8k|5_2023-09-23T16-47-31.229796.parquet
  • 分割: latest
  • 路径: **/details_harness|gsm8k|5_2023-09-23T16-47-31.229796.parquet

• harness_hellaswag_10

  • 分割: 2023_08_29T08_51_06.198415
  • 路径: **/details_harness|hellaswag|10_2023-08-29T08:51:06.198415.parquet
  • 分割: latest
  • 路径: **/details_harness|hellaswag|10_2023-08-29T08:51:06.198415.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_29T08_51_06.198415
  • 路径:
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-management|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-08-29T08:51:06.198415.parquet
    • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-29T08:51:06.198415.parquet
    • `**/details_harness|hendrycksTest-professional_law|5_2023-08-29T08:51:06.198