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open-llm-leaderboard-old/details_kashif__stack-llama-2

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Hugging Face2023-09-22 更新2024-06-22 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_kashif__stack-llama-2
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资源简介:
该数据集是在模型kashif/stack-llama-2的评估运行过程中自动创建的,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,每次运行的结果可以在每个配置的特定分割中找到,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,并用于计算和显示在Open LLM Leaderboard上的聚合指标。

该数据集是在模型kashif/stack-llama-2的评估运行过程中自动创建的,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,每次运行的结果可以在每个配置的特定分割中找到,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,并用于计算和显示在Open LLM Leaderboard上的聚合指标。
提供机构:
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 kashif/stack-llama-2 进行评估运行期间自动创建的。

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

以下是加载特定运行详细信息的示例代码: python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_kashif__stack-llama-2", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-22T20:19:04.146812 运行 的最新结果: python { "all": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931194434, "f1": 0.05443896812080537, "f1_stderr": 0.0012685965060744062, "acc": 0.4202036533620397, "acc_stderr": 0.010294487617119145 }, "harness|drop|3": { "em": 0.0012583892617449664, "em_stderr": 0.00036305608931194434, "f1": 0.05443896812080537, "f1_stderr": 0.0012685965060744062 }, "harness|gsm8k|5": { "acc": 0.10007581501137225, "acc_stderr": 0.008266274528685624 }, "harness|winogrande|5": { "acc": 0.7403314917127072, "acc_stderr": 0.012322700705552667 } }

配置详情

以下是数据集的配置详情:

  • config_name: harness_arc_challenge_25

    • split: 2023_08_29T07_07_44.494010
      • path: **/details_harness|arc:challenge|25_2023-08-29T07:07:44.494010.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-08-29T07:07:44.494010.parquet
  • config_name: harness_drop_3

    • split: 2023_09_22T20_19_04.146812
      • path: **/details_harness|drop|3_2023-09-22T20-19-04.146812.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-09-22T20-19-04.146812.parquet
  • config_name: harness_gsm8k_5

    • split: 2023_09_22T20_19_04.146812
      • path: **/details_harness|gsm8k|5_2023-09-22T20-19-04.146812.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-09-22T20-19-04.146812.parquet
  • config_name: harness_hellaswag_10

    • split: 2023_08_29T07_07_44.494010
      • path: **/details_harness|hellaswag|10_2023-08-29T07:07:44.494010.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-08-29T07:07:44.494010.parquet
  • config_name: harness_hendrycksTest_5

    • split: 2023_08_29T07_07_44.494010
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-29T07:07:44.494010.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08
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