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open-llm-leaderboard-old/details_OpenAssistant__stablelm-7b-sft-v7-epoch-3

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Hugging Face2023-10-13 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_OpenAssistant__stablelm-7b-sft-v7-epoch-3
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资源简介：
该数据集是在评估OpenAssistant/stablelm-7b-sft-v7-epoch-3模型时自动创建的，包含64个配置，每个配置对应一个评估任务。数据集由3次运行生成，每次运行都有特定的分割，分割名称使用运行的时间戳。此外，还有一个名为results的配置，用于存储所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。

该数据集是在评估OpenAssistant/stablelm-7b-sft-v7-epoch-3模型时自动创建的，包含64个配置，每个配置对应一个评估任务。数据集由3次运行生成，每次运行都有特定的分割，分割名称使用运行的时间戳。此外，还有一个名为results的配置，用于存储所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。
提供机构：
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集名称

Evaluation run of OpenAssistant/stablelm-7b-sft-v7-epoch-3

数据集描述

该数据集是在评估模型 OpenAssistant/stablelm-7b-sft-v7-epoch-3 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3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" 存储所有运行的聚合结果，用于计算并在 Open LLM Leaderboard 上显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_OpenAssistant__stablelm-7b-sft-v7-epoch-3", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的示例： python { "all": { "em": 0.05578859060402685, "em_stderr": 0.0023504280872280073, "f1": 0.10613569630872476, "f1_stderr": 0.0026144580255279513, "acc": 0.27616530425036784, "acc_stderr": 0.007839405520583978 }, "harness|drop|3": { "em": 0.05578859060402685, "em_stderr": 0.0023504280872280073, "f1": 0.10613569630872476, "f1_stderr": 0.0026144580255279513 }, "harness|gsm8k|5": { "acc": 0.0037907505686125853, "acc_stderr": 0.0016927007401501943 }, "harness|winogrande|5": { "acc": 0.5485398579321231, "acc_stderr": 0.01398611030101776 } }

配置详情

  • config_name: harness_arc_challenge_25

    • data_files:
      • split: 2023_07_19T17_06_42.731727
        • path: **/details_harness|arc:challenge|25_2023-07-19T17:06:42.731727.parquet
      • split: 2023_07_19T17_07_54.588127
        • path: **/details_harness|arc:challenge|25_2023-07-19T17:07:54.588127.parquet
      • split: latest
        • path: **/details_harness|arc:challenge|25_2023-07-19T17:07:54.588127.parquet

  • config_name: harness_drop_3

    • data_files:
      • split: 2023_10_13T03_23_25.661445
        • path: **/details_harness|drop|3_2023-10-13T03-23-25.661445.parquet
      • split: latest
        • path: **/details_harness|drop|3_2023-10-13T03-23-25.661445.parquet

  • config_name: harness_gsm8k_5

    • data_files:
      • split: 2023_10_13T03_23_25.661445
        • path: **/details_harness|gsm8k|5_2023-10-13T03-23-25.661445.parquet
      • split: latest
        • path: **/details_harness|gsm8k|5_2023-10-13T03-23-25.661445.parquet

  • config_name: harness_hellaswag_10

    • data_files:
      • split: 2023_07_19T17_06_42.731727
        • path: **/details_harness|hellaswag|10_2023-07-19T17:06:42.731727.parquet
      • split: 2023_07_19T17_07_54.588127
        • path: **/details_harness|hellaswag|10_2023-07-19T17:07:54.588127.parquet
      • split: latest
        • path: **/details_harness|hellaswag|10_2023-07-19T17:07:54.588127.parquet

  • config_name: harness_hendrycksTest_5

    • data_files:
      • split: 2023_07_19T17_06_42.731727
        • path:
          • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-international_law|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-management|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-marketing|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T17:06:42.731727.parquet
          • **/details_harness|hendrycksTest-nutrition|5_2023-
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