README.md

---
task_categories:
- text-generation
language:
- zh
- en
license: cc-by-sa-4.0
---
## 🔥 Updates
**\[2024.6.4\]** Add a slim version. The sample number is reduced from about 20k to 10k.

**\[2024.5.28\]** 
1. The data format is converted from "chatml" to "messages", which is more convenient to use ```tokenizer.apply_chat_template```.  The old version has been moved to "legacy" branch.
2. The version without "Original text paraphrasing" is added.



# 📊 Long Context Instruction-tuning dataset with "Original text paraphrasing"
* [Paper](https://arxiv.org/abs/2312.11193)
* [Github](https://github.com/yuyijiong/train_with_paraphrasing)
* consist of multiple tasks
* Chinese and English
* sample length ranging from 4k to 32k
* the answer contains "Original text paraphrasing" part


# 长文本指令微调数据
* 此数据集由多种长文本任务数据集组合而成。
* 包含中文和英文两部分

![](The_Proportion_of_Different_Tasks.png)

## 源数据
此处给出各个数据集的链接集合。也可以直接点击我的个人主页查看所有数据集。

### 中文
1. [图书总结](https://huggingface.co/datasets/yuyijiong/Book_Summary_Chinese)

2. [论文摘要 ](https://huggingface.co/datasets/yuyijiong/Chinese_Paper_Abstract)
涉及到知网数据，受限访问。
3. [论文问答](https://huggingface.co/datasets/yuyijiong/Chinese_Paper_QA)
涉及到知网数据，受限访问。

4. [多文档问答（检索）](https://huggingface.co/datasets/yuyijiong/Multi-Doc-QA-Chinese)


### 英文
1. [多文档问答（检索）](https://huggingface.co/datasets/yuyijiong/Multi-Doc-QA-CommonCrawl)


### 中英


1. [长论文多任务](https://huggingface.co/datasets/yuyijiong/LongPaper_multitask)

2. [从ShareGPT中筛选的长对话（中英）](https://huggingface.co/datasets/yuyijiong/Sharegpt-long-conversation)

3. 预训练长文本语料库（中英）[LongData-Corpus
](https://huggingface.co/datasets/yuyijiong/LongData-Corpus)