open-llm-leaderboard/details_YeungNLP__firefly-bloom-7b1

该数据集是在Open LLM Leaderboard上对模型YeungNLP/firefly-bloom-7b1进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个特定的评估任务。数据集是从2次运行中生成的，每次运行在每个配置中表示为特定的分割。train分割始终指向最新的结果。一个名为results的额外配置存储了所有运行的聚合结果，这些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`库中的`load_dataset`函数加载数据集的示例。

This dataset was automatically generated during the evaluation of the model YeungNLP/firefly-bloom-7b1 on the Open LLM Leaderboard. It comprises 64 configurations, each corresponding to a distinct evaluation task. The dataset is derived from two evaluation runs, where each run is represented as a specific split under each configuration. The `train` split consistently references the most up-to-date results. An extra configuration titled `results` stores the aggregated results across all runs, which are utilized to compute and display the aggregate metrics on the Open LLM Leaderboard. Additionally, the README offers examples of how to load the dataset via the `load_dataset` function in the `datasets` library.

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 YeungNLP/firefly-bloom-7b1 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

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，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。

数据集加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_YeungNLP__firefly-bloom-7b1", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-15T03:08:36.849842 运行的最新结果： python { "all": { "em": 0.03208892617449664, "em_stderr": 0.0018048244787816678, "f1": 0.1036986157718121, "f1_stderr": 0.0023306866623647965, "acc": 0.326221462409936, "acc_stderr": 0.007855425735305286 }, "harness|drop|3": { "em": 0.03208892617449664, "em_stderr": 0.0018048244787816678, "f1": 0.1036986157718121, "f1_stderr": 0.0023306866623647965 }, "harness|gsm8k|5": { "acc": 0.006823351023502654, "acc_stderr": 0.0022675371022544836 }, "harness|winogrande|5": { "acc": 0.6456195737963694, "acc_stderr": 0.013443314368356088 } }

配置详情

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2023_08_17T18_41_37.942439
      • path: **/details_harness|arc:challenge|25_2023-08-17T18:41:37.942439.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-08-17T18:41:37.942439.parquet

• config_name: harness_drop_3

  • data_files:
    • split: 2023_10_15T03_08_36.849842
      • path: **/details_harness|drop|3_2023-10-15T03-08-36.849842.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-10-15T03-08-36.849842.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2023_10_15T03_08_36.849842
      • path: **/details_harness|gsm8k|5_2023-10-15T03-08-36.849842.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-10-15T03-08-36.849842.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2023_08_17T18_41_37.942439
      • path: **/details_harness|hellaswag|10_2023-08-17T18:41:37.942439.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-08-17T18:41:37.942439.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2023_08_17T18_41_37.942439
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-17T18:41:37.942439.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-17