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中文README.

The 10M Chinese Dataset

The 10M Chinese dataset is composed of subsets spanning multiple (instruction) types and multiple fields.

Currently, these data is being gradually organized and will be released gradually.

Schema

All subsets follow the same schema:

instruction: the instruction
input: the input
output: the expected output

Limitation and Usage Limits

We require developers only use the open-sourced code, data, model and any other artifacts generated via this project for research purposes. Commercial use and other potential harmful use cases are not allowed.

Since this dataset was generated by ChatGPT and was not strictly verified, it still has shortcomings regarding factuality and other aspects. When using this dataset, careful inspection is needed.

This dataset does not represent anyone's ground, interest or thought, and is not related to any kind of claim of any groups. The developers of this project do not assume any responsibility to potential harm inflicted by using this dataset and project.

Subsets:

Includes approx. 250k Chinese school math quizzes and answers generated by BELLE, with steps to solve the quizzes.

Note: this subset was generated by ChatGPT and was not strictly verified. The quizzes or answers might contain errors. Please take this in mind when using this subset.

sample: ``` { "instruction": "题目:小华手里有一个装满糖果的袋子,共有12个,小明想知道里面有多少颗糖果,于是他问小华:“你手里的糖果袋子里有偶数个糖果吗?”小华回答:“有,而且多于10颗。”请问小华手里的糖果袋子里最少有几颗糖果?", "input": "", "output": "\n由题目可知:小华手里的糖果袋子里有偶数个糖果;\n又知道小华手里的糖果袋子里有多于10颗糖果。\n因为糖果数为偶数,多于10颗,所以糖果数最小必须是12。\n所以小华手里的糖果袋子里最少有12颗糖果。" } ```

Includes approx. 0.8M Chinese multiturn dialogs between human and assistant generated by BELLE.

Note: this subset was generated by ChatGPT and was not strictly verified. The dialog contents might contain errors. Please take this in mind when using this subset.

instruction contains history dialog context, distinguishable by Human: and Assistant:, output contains the current reply by assistant.

sample:

{
  "instruction": "Human:请根据题材「健身房」,写一篇800字的文章。\nAssistant:好的,以下是由我生成的800字「健身房」题材文章:\n在现代社会,人们越来越珍视健康和身材。健身房就是一个人们可以锻炼身体的场所,也是一个社交的场所。在健身房,人们可以通过器械训练,有氧运动和瑜伽等方式来达到健身的目的。\n对于喜欢力量训练的人来说,选择健身房的一个原因是因为那里的器械更加完备,可以满足训练的需求。当然,不仅仅是体力上的训练,健身房同样也是锻炼毅力和耐力的地方。因为每一次锻炼的过程都需要坚持和勇气。\n而对于那些想要减肥的人来说,健身房也是非常重要的。有氧运动比如慢跑,跳操,游泳等都是非常有效的减肥方式。而且因为健身房的压力比较大,所以很容易使人们保持锻炼的热情和动力。\n一些人则会选择瑜伽馆作为健身的场所,因为它们通常比较安静,能够让人们放松。瑜伽有纾解压力,提高柔韧性,强化肌肉的好处,而且更适合那些不喜欢高强度训练的人。\n总的来说,健身房和瑜伽馆是现代社会不可或缺的健身场所。无论您是力量训练爱好者,减肥追求者还是想要放松的人,您都可以在这里找到适合自己的锻炼方式。\nHuman:请从上文摘取三个句子进行打分。\nAssistant:",
  "input": "",
  "output": "好的。以下是我摘取的三个句子:\n1. \"在健身房,人们可以通过器械训练,有氧运动和瑜伽等方式来达到健身的目的。\"\n2. \"而对于那些想要减肥的人来说,健身房也是非常重要的。\"\n3. \"总的来说,健身房和瑜伽馆是现代社会不可或缺的健身场所。\"\n网页端评分界面还未准备好,不能在这里为你进行打分,请见谅。"
}

Includes approx. 400k Personalized Character Dialogue generated by BELLE, with character Introduction.

Note: this subset was generated by ChatGPT and was not strictly verified. The dialog contents might contain errors. Please take this in mind when using this subset.

sample:

{
  "instruction":"于以下角色信息完成一段对话\nAlice是一个年轻的律师,她正在为一个涉及濒危物种保护的案件做准备。Bob是一位当地的居民,他所在的社区经常受到该濒危物种的干扰。\n",
  "input": "",
  "output": "\nAlice: 你好Bob,我是濒危物种保护案的律师,很高兴见到你。我们前几天发给你的文件你看到了吗?\nBob: 看到了,你们说要禁止我们在该物种的常住地采集蘑菇,这很不公平。\nAlice: 保护濒危物种对整个生态系统都很重要,如果我们的举动损害了这个物种的生存,那么整个生态系统都将遭受损失。\nBob: 我理解您的立场,但是我们一直以来都依靠这个物种来维持我们的经济生活,现在我们要怎么办?\nAlice: 我理解这对当地社区的影响,但是现在我们必须找到一种既能保护这个物种,也同时使您们的经济生活不受影响的解决方案。你有任何想法吗?我们可以一起来想办法。\n"
}

Includes approx. 2M general instructions generated by BELLE.

Note: this subset was generated by ChatGPT and was not strictly verified. The dialog contents might contain errors. Please take this in mind when using this subset.

sample:

{
  "instruction": "将以下三个句子组合成一个有意义的段落。\n狗是人类最好的朋友。它们非常聪明,可以进行各种活动。如果你喜欢散步,狗可以成为你一起散步的伙伴。",
  "input": "",
  "output": "狗是人类最好的朋友,它们非常聪明,可以进行各种活动。如果你喜欢散步,狗可以成为你一起散步的伙伴。出门散步是一种良好的锻炼方式,而有狗的陪伴会让散步变得更有趣,并且有狗在身边也能给你带来安全感。所以,拥有一只狗作为你的伙伴,可以帮助你变得更加积极主动和健康。"
}

Includes approx. 3.5M general instructions generated by BELLE.

Note: this subset was generated by ChatGPT and was not strictly verified. The dialog contents might contain errors. Please take this in mind when using this subset. In addition, this dataset contains single-turn and multi-turn dialogues, and we have modified the data format, so please be aware of this when using it.

sample:

{
    "id":"66623028",
    "conversations":[
        {
            "from":"human",
            "value":"归纳介绍三种不同类型的电影题材"
        },
        {
            "from":"assistant",
            "value":"1. 动作片:动作片通常强调动作和战斗场面,故事情节紧凑,充满了紧张和兴奋的氛围。主角一般是具有超凡实力或特殊技能的英雄人物,往往会与反派角色进行一系列激烈的格斗,追逐和爆破等酷炫场面。例如《速度与激情》和《复仇者联盟》等。\n2. 爱情片:爱情片是以爱情为主题的电影,着重呈现角色之间的感情纠葛,展现了爱情的美好和悲壮。情节与角色之间的发展令人深思,增加了观众的感性体验。这种电影的故事情节主要以人类与人类之间的情感变化为主题。例如《泰坦尼克号》和《让子弹飞》等。\n3. 科幻片:科幻片是以未来科技和未知世界为主题的电影,通常包括时间旅行、外星人、虚拟现实、未来社会等各种奇幻的元素。这种电影描绘了一种比现实更加宏伟、更加神秘和惊奇的世界。例如《星际穿越》和《发条橙》等。"
        }
    ]
}
{
    "id":"18205437",
    "conversations":[
        {
            "from":"human",
            "value":"根据给定的食材,编写一道美食菜谱。\n鸡腿肉、蘑菇、洋葱"
        },
        {
            "from":"assistant",
            "value":"鸡肉炒蘑菇洋葱\n食材:\n- 鸡腿肉 400克,去骨去皮切成小块\n- 蘑菇 200克,切片\n- 洋葱 1个,切丝\n- 生姜 适量,切丝\n- 酱油 2勺\n- 料酒 1勺\n- 盐 适量\n- 白胡椒粉 适量\n- 植物油 适量\n做法:\n1. 在一个碗里放入切好的鸡腿肉块,加入酱油、料酒和适量的白胡椒粉,搅拌均匀,腌制10分钟。\n2. 热锅凉油,加入姜丝翻炒,放入腌好的鸡肉块翻炒至变色。\n3. 加入洋葱丝和蘑菇,翻炒2-3分钟至蘑菇变软。\n4. 加入适量的盐和少量的水,盖上锅盖焖煮5分钟直至鸡肉熟透。\n5. 最后翻炒几下,使汤汁变浓稠即可。\n温馨提示:\n1. 在腌制鸡肉时,如果想让肉质更嫩滑,可以加入少量的淀粉和蛋清。\n2. 可以根据个人口味加入其他调料,如蒜末、辣椒等。\n3. 洋葱和蘑菇可以用其他蔬菜代替,如青椒、胡萝卜等。"
        },
        {
            "from":"human",
            "value":"太好了,我会试着照着你教的做一次,但是我最近买了一部新相机,想让你推荐一些好的拍照地点。"
        },
        {
            "from":"assistant",
            "value":"当地的风景区、公园、景点等等都是比较适合拍照的地点。如果你想要一些特别的地方,可以考虑一些建筑群,街道巷子、咖啡馆、书店等具有文艺气息的地方。"
        },
        {
            "from":"human",
            "value":"嗯,这些地方都很不错,但是我还想找一些可以体验当地文化和风俗的地点,你有什么好的建议吗?"
        },
        {
            "from":"assistant",
            "value":"如果你想要更深入地了解当地文化和风俗,可以考虑参加一些游学活动,比如参观当地的博物馆、参加民俗节庆、尝试当地美食等等。此外,也可以去一些小城镇,感受那里的古朴风情。"
        }
    ]
}