totuta/youtube_subs_howto100M

`youtube_subs_howto100M`数据集是一个从309136个YouTube视频中提取的指令-响应对的英文数据集。该数据集最初来源于HowTo100M数据集，主要用于视频剪辑的自然语言搜索。数据集的结构包括`instruction`（指令）、`response`（响应）和`source`（来源）三个字段。数据集没有明确的分割（如训练集、验证集等），并且所有文本均为英文。数据集的创建过程是通过从HowTo100M数据集的视频中提取字幕作为响应，并将视频标题作为指令。数据集的主要用途是训练模型进行指令和长文本响应的生成，特别是用于Open Assistant项目。

原始信息汇总

数据集概述

• 名称: youtube_subs_howto100M
• 语言: 英语
• 类别: 对话式
• 大小: 10M<n<100M

数据集结构

数据实例

• 组成: 每个数据点包含一个instruction、response和source。

• 示例:

  {"instruction": "Please explain how to remove plaque without going to the dentist 2016", "response": "mineral deposit on teeth is known as tartar or plaque as time passes by the amount of tartar increases and if you dont take care it can cause periodontitis of course the best way to remove tartar is paying a visit to your dentist but another way is to remove plaque at your home in this video you will learn how to remove plaque at home to do so you will need baking soda toothbrush salt you hydrogen peroxide cup you gentle pick you water anti septic mouthwash you step one first mix one tablespoon of bacon soda with TSP of salt into the cup after you at the toothbrush with warm water dip it into the mixture scrub teeth with an in spit continue the same process for five minutes step to mix a cup full with hydrogen peroxide with cup of warm water and rinse your mouth for one minute then spit and rinse with cup of cool water step 3 rub the yellow tartar from teeth with a dental pick be careful not to scrape the gums it may irritate and damage them step 4 rinse mouth with an antiseptic mouthwash and repeat every second day here are some other advice is to help you keep your beautiful smile tomatoes and strawberries tomatoes and strawberries are rich in vitamin C which is excellent for oral health you can rub these fruits directly onto your teeth and let it sit for five minutes this way the tartar buildup will soften cheese being a Swiss or cheddar before meals helps neutralize the acids that involve black creation an ingredient in a cheese works as a barrier agent guava both guava fruit and leaves are considered excellent anti black agents to help remove plaque accumulated on the teeth and gums gloss they have anti-inflammatory and analgesic properties that help reduce swelling and pain in the gums brush your teeth regularly with a soft brush and make vertical movements pay attention on the space between gums and teeth floss regularly consuming spicy food stimulates syllabary glands that way saliva cleans mouth in a natural way five bacteria with an orange peel before going to bed and dont rinse mouth", "source": "YouTube"}

数据字段

• instruction: 请求解释的指令。
• response: 长文本形式的响应句子，目前未加标点。
• source: 数据点的来源，目前全部来自YouTube。

数据分割

• 分割: 目前没有train/valid/eval分割。

数据集创建

采集与规范化

• 方法: 从YouTube100M数据集中，筛选标题以how to开头的视频，将Please explain添加到标题作为instruction，提取视频字幕作为response。

源数据

• 语言生产者: YouTube用户，即HowTo100M数据集中的视频创作者。

许可证

• 许可证: Apache-2.0