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open-llm-leaderboard-old/details_TheBloke__dromedary-65b-lora-HF

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Hugging Face2023-10-15 更新2024-06-22 收录
下载链接:
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_TheBloke__dromedary-65b-lora-HF
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资源简介:
该数据集是在模型TheBloke/dromedary-65b-lora-HF在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由64个配置组成,每个配置对应一个被评估的任务。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,分割名称使用运行的时间戳。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,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`load_dataset`函数加载运行细节的示例。

该数据集是在模型TheBloke/dromedary-65b-lora-HF在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由64个配置组成,每个配置对应一个被评估的任务。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,分割名称使用运行的时间戳。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,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`load_dataset`函数加载运行细节的示例。
提供机构:
open-llm-leaderboard-old
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 TheBloke/dromedary-65b-lora-HFOpen 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,每个运行在每个配置中作为一个特定的分片存在,分片名称使用运行的时间戳。
  • "train" 分片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,用于计算和显示聚合指标在 Open LLM Leaderboard 上。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TheBloke__dromedary-65b-lora-HF", "harness_winogrande_5", split="train")

最新结果

这些是最新结果(来自运行 2023-10-15T03:08:41.091963): python { "all": { "em": 0.001572986577181208, "em_stderr": 0.0004058451132417735, "f1": 0.058895763422818985, "f1_stderr": 0.0012985937732460785, "acc": 0.5318581619018498, "acc_stderr": 0.01187681379526279 }, "harness|drop|3": { "em": 0.001572986577181208, "em_stderr": 0.0004058451132417735, "f1": 0.058895763422818985, "f1_stderr": 0.0012985937732460785 }, "harness|gsm8k|5": { "acc": 0.2744503411675512, "acc_stderr": 0.012291581170814905 }, "harness|winogrande|5": { "acc": 0.7892659826361483, "acc_stderr": 0.011462046419710674 } }

配置详情

  • config_name: harness_arc_challenge_25

    • split: 2023_07_21T02_37_03.243913
      • path: **/details_harness|arc:challenge|25_2023-07-21T02:37:03.243913.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-07-21T02:37:03.243913.parquet
  • config_name: harness_drop_3

    • split: 2023_10_15T03_08_41.091963
      • path: **/details_harness|drop|3_2023-10-15T03-08-41.091963.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-10-15T03-08-41.091963.parquet
  • config_name: harness_gsm8k_5

    • split: 2023_10_15T03_08_41.091963
      • path: **/details_harness|gsm8k|5_2023-10-15T03-08-41.091963.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-10-15T03-08-41.091963.parquet
  • config_name: harness_hellaswag_10

    • split: 2023_07_21T02_37_03.243913
      • path: **/details_harness|hellaswag|10_2023-07-21T02:37:03.243913.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-07-21T02:37:03.243913.parquet
  • config_name: harness_hendrycksTest_5

    • split: 2023_07_21T02_37_03.243913
      • path: **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-anatomy|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-astronomy|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-business_ethics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_biology|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_chemistry|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_computer_science|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_mathematics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_medicine|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-college_physics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-computer_security|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-econometrics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-formal_logic|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-global_facts|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_biology|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_geography|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_physics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-human_aging|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-human_sexuality|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-international_law|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-jurisprudence|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-machine_learning|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-management|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-marketing|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-medical_genetics|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-miscellaneous|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-moral_disputes|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-nutrition|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-philosophy|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-prehistory|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-professional_accounting|5_2023-07-21T02:37:03.243913.parquet
      • path: **/details_harness|hendrycksTest-professional_law|5_2023-0
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