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MoritzLaurer/synthetic_zeroshot_mixtral_v0.1

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Hugging Face2024-03-27 更新2024-06-15 收录
下载链接：
https://hf-mirror.com/datasets/MoritzLaurer/synthetic_zeroshot_mixtral_v0.1
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资源简介：
--- license: apache-2.0 dataset_info: - config_name: mixtral_refinedweb_categories features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: category dtype: string splits: - name: train num_bytes: 679252117 num_examples: 739362 download_size: 93960048 dataset_size: 679252117 - config_name: mixtral_refinedweb_characteristics features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 splits: - name: train num_bytes: 508301784 num_examples: 543242 download_size: 76811839 dataset_size: 508301784 - config_name: mixtral_refinedweb_nli features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: hypo_topic dtype: string - name: topic_id dtype: int64 - name: topic_prob dtype: float64 - name: __index_level_0__ dtype: int64 splits: - name: train num_bytes: 99039674 num_examples: 94428 download_size: 60993629 dataset_size: 99039674 - config_name: mixtral_written_texts_for_tasks features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: text_type dtype: string - name: text_style dtype: string - name: profession dtype: string - name: task_description dtype: string - name: task_hypotheses sequence: string splits: - name: train num_bytes: 117675112 num_examples: 105806 download_size: 17224265 dataset_size: 117675112 - config_name: mixtral_written_texts_for_tasks_v2 features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: text_type dtype: string - name: text_style dtype: string - name: profession dtype: string - name: task_description dtype: string - name: task_hypotheses sequence: string splits: - name: train num_bytes: 186470635 num_examples: 156096 download_size: 29446549 dataset_size: 186470635 - config_name: mixtral_written_texts_for_tasks_v3 features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: text_type dtype: string - name: text_style dtype: string - name: profession dtype: string - name: task_description dtype: string - name: task_hypotheses sequence: string - name: prompt_and_tasks_version dtype: string - name: prompt_formatted dtype: string splits: - name: train num_bytes: 1610534901 num_examples: 679516 download_size: 131534115 dataset_size: 1610534901 - config_name: mixtral_written_texts_for_tasks_v4 features: - name: hypothesis dtype: string - name: text dtype: string - name: labels dtype: int64 - name: text_type dtype: string - name: text_style dtype: string - name: profession dtype: string - name: task_description dtype: string - name: task_hypotheses sequence: string - name: prompt_and_tasks_version dtype: string - name: prompt_formatted dtype: string splits: - name: train num_bytes: 726038875 num_examples: 308586 download_size: 68208727 dataset_size: 726038875 configs: - config_name: mixtral_refinedweb_categories data_files: - split: train path: mixtral_refinedweb_categories/train-* - config_name: mixtral_refinedweb_characteristics data_files: - split: train path: mixtral_refinedweb_characteristics/train-* - config_name: mixtral_refinedweb_nli data_files: - split: train path: mixtral_refinedweb_nli/train-* - config_name: mixtral_written_texts_for_tasks data_files: - split: train path: mixtral_written_texts_for_tasks/train-* - config_name: mixtral_written_texts_for_tasks_v2 data_files: - split: train path: mixtral_written_texts_for_tasks_v2/train-* - config_name: mixtral_written_texts_for_tasks_v3 data_files: - split: train path: mixtral_written_texts_for_tasks_v3/train-* - config_name: mixtral_written_texts_for_tasks_v4 data_files: - split: train path: mixtral_written_texts_for_tasks_v4/train-* ---

The dataset includes multiple configurations, each with different features and data files. The main features include hypothesis, text, labels, etc. The dataset is divided into multiple versions, each with a training set (train), and provides data size and download size.
提供机构：
MoritzLaurer
原始信息汇总

数据集概述

数据集配置

1. mixtral_refinedweb_categories

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • category: 字符串
  • 分割:
    • train:
      • 字节数: 679252117
      • 样本数: 739362
  • 下载大小: 93960048
  • 数据集大小: 679252117

2. mixtral_refinedweb_characteristics

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
  • 分割:
    • train:
      • 字节数: 508301784
      • 样本数: 543242
  • 下载大小: 76811839
  • 数据集大小: 508301784

3. mixtral_refinedweb_nli

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • hypo_topic: 字符串
    • topic_id: 64位整数
    • topic_prob: 64位浮点数
    • __index_level_0__: 64位整数
  • 分割:
    • train:
      • 字节数: 99039674
      • 样本数: 94428
  • 下载大小: 60993629
  • 数据集大小: 99039674

4. mixtral_written_texts_for_tasks

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • text_type: 字符串
    • text_style: 字符串
    • profession: 字符串
    • task_description: 字符串
    • task_hypotheses: 序列字符串
  • 分割:
    • train:
      • 字节数: 117675112
      • 样本数: 105806
  • 下载大小: 17224265
  • 数据集大小: 117675112

5. mixtral_written_texts_for_tasks_v2

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • text_type: 字符串
    • text_style: 字符串
    • profession: 字符串
    • task_description: 字符串
    • task_hypotheses: 序列字符串
  • 分割:
    • train:
      • 字节数: 186470635
      • 样本数: 156096
  • 下载大小: 29446549
  • 数据集大小: 186470635

6. mixtral_written_texts_for_tasks_v3

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • text_type: 字符串
    • text_style: 字符串
    • profession: 字符串
    • task_description: 字符串
    • task_hypotheses: 序列字符串
    • prompt_and_tasks_version: 字符串
    • prompt_formatted: 字符串
  • 分割:
    • train:
      • 字节数: 1610534901
      • 样本数: 679516
  • 下载大小: 131534115
  • 数据集大小: 1610534901

7. mixtral_written_texts_for_tasks_v4

  • 特征:
    • hypothesis: 字符串
    • text: 字符串
    • labels: 64位整数
    • text_type: 字符串
    • text_style: 字符串
    • profession: 字符串
    • task_description: 字符串
    • task_hypotheses: 序列字符串
    • prompt_and_tasks_version: 字符串
    • prompt_formatted: 字符串
  • 分割:
    • train:
      • 字节数: 726038875
      • 样本数: 308586
  • 下载大小: 68208727
  • 数据集大小: 726038875

数据文件路径

  • mixtral_refinedweb_categories:
    • train: mixtral_refinedweb_categories/train-*
  • mixtral_refinedweb_characteristics:
    • train: mixtral_refinedweb_characteristics/train-*
  • mixtral_refinedweb_nli:
    • train: mixtral_refinedweb_nli/train-*
  • mixtral_written_texts_for_tasks:
    • train: mixtral_written_texts_for_tasks/train-*
  • mixtral_written_texts_for_tasks_v2:
    • train: mixtral_written_texts_for_tasks_v2/train-*
  • mixtral_written_texts_for_tasks_v3:
    • train: mixtral_written_texts_for_tasks_v3/train-*
  • mixtral_written_texts_for_tasks_v4:
    • train: mixtral_written_texts_for_tasks_v4/train-*
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