update readme: dDocOwl2 is now supported by ms-swift

README.md

@@ -16,10 +16,11 @@ for OCR-free Document Understanding<h2>
 
 
 ## 📢 News
+* 🔥🔥🔥 [2024.12.24] We have released the training code of DocOwl2 by [**ms-swift**](https://github.com/modelscope/ms-swift)! Now you can finetune a stronger model with your own data based on DocOwl2!
 * 🔥🔥🔥 [2024.9.28] We have released the training data, inference code and evaluation code of [DocOwl2](./DocOwl2/) on both **HuggingFace** 🤗 and **ModelScope** <img src="./assets/modelscope.png" width='20'>.
 * 🔥🔥🔥 [2024.9.20] Our paper [DocOwl 1.5](http://arxiv.org/abs/2403.12895) and [TinyChart](https://arxiv.org/abs/2404.16635) is accepted by EMNLP 2024.
-* 🔥🔥🔥 [2024.9.06] We release the arxiv paper of [mPLUG-DocOwl 2](https://arxiv.org/abs/2409.03420), a SOTA 8B Multimodal LLM on OCR-free Multipage Document Understanding, each document image is encoded with just 324 tokens!
-* 🔥🔥 [2024.7.16] Our paper [PaperOwl](https://arxiv.org/abs/2311.18248) is accepted by ACM MM 2024.
+* 🔥🔥 [2024.9.06] We release the arxiv paper of [mPLUG-DocOwl 2](https://arxiv.org/abs/2409.03420), a SOTA 8B Multimodal LLM on OCR-free Multipage Document Understanding, each document image is encoded with just 324 tokens!
+* [2024.7.16] Our paper [PaperOwl](https://arxiv.org/abs/2311.18248) is accepted by ACM MM 2024.
 * [2024.5.08] We have released the training code of [DocOwl1.5](./DocOwl1.5/) supported by DeepSpeed. You can now finetune a stronger model based on DocOwl1.5!
 * [2024.4.26] We release the arxiv paper of [TinyChart](https://arxiv.org/abs/2404.16635), a SOTA 3B Multimodal LLM for Chart Understanding with Program-of-Throught ability (ChartQA: 83.6 > Gemin-Ultra 80.8 > GPT4V 78.5). The demo of TinyChart is available on [HuggingFace](https://huggingface.co/spaces/mPLUG/TinyChart-3B) 🤗. Both codes, models and data are released in [TinyChart](./TinyChart/).
 * [2024.4.3] We build demos of DocOwl1.5 on both [ModelScope](https://modelscope.cn/studios/iic/mPLUG-DocOwl/) <img src="./assets/modelscope.png" width='20'> and [HuggingFace](https://huggingface.co/spaces/mPLUG/DocOwl) 🤗, supported by the DocOwl1.5-Omni. The source codes of launching a local demo are also released in [DocOwl1.5](./DocOwl1.5/).