update docs (#1970)

Author: Jintao-Huang

README.md

@@ -55,7 +55,7 @@ You can contact us and communicate with us by adding our group:
 <img src="asset/discord_qr.jpg" width="200" height="200">  |  <img src="asset/wechat.png" width="200" height="200">
 
 ## 🎉 News
-- 2024.09.06: Support fine-tuning and inference for mplug-owl3. Use `swift infer --model_type mplug-owl3-7b-chat` to experience it.
+- 2024.09.06: Support fine-tuning and inference for mplug-owl3. Best practices can be found [here](https://github.com/modelscope/ms-swift/issues/1969).
 - 2024.09.05: Support for the minicpm3-4b model. Experience it using `swift infer --model_type minicpm3-4b`.
 - 2024.09.05: Support for the yi-coder series models. Experience it using `swift infer --model_type yi-coder-1_5b-chat`.
 - 🔥2024.08.30: Support for inference and fine-tuning of the qwen2-vl series models: qwen2-vl-2b-instruct, qwen2-vl-7b-instruct. The best practices can be found [here](docs/source_en/Multi-Modal/qwen2-vl-best-practice.md).

README_CN.md

@@ -56,7 +56,7 @@ SWIFT具有丰富全面的文档，请查看我们的文档网站:
 
 
 ## 🎉 新闻
-- 2024.09.06: 支持mplug-owl3的微调和推理, 使用`swift infer --model_type mplug-owl3-7b-chat`进行体验.
+- 2024.09.06: 支持mplug-owl3的微调和推理, 最佳实践可以查看[这里](https://github.com/modelscope/ms-swift/issues/1969).
 - 2024.09.05: 支持minicpm3-4b模型. 使用`swift infer --model_type minicpm3-4b`进行体验.
 - 2024.09.05: 支持yi-coder系列模型. 使用`swift infer --model_type yi-coder-1_5b-chat`进行体验.
 - 🔥2024.08.30: 支持qwen2-vl系列模型的推理与微调: qwen2-vl-2b-instruct, qwen2-vl-7b-instruct. 最佳实践可以查看[这里](docs/source/Multi-Modal/qwen2-vl最佳实践.md).

docs/source/Multi-Modal/index.md

@@ -14,16 +14,16 @@
 2. [Qwen-Audio最佳实践](qwen-audio最佳实践.md), [Qwen2-Audio最佳实践](https://github.com/modelscope/ms-swift/issues/1653)
 3. [Llava最佳实践](llava最佳实践.md), [LLava Video最佳实践](llava-video最佳实践.md)
 4. [InternVL系列最佳实践](internvl最佳实践.md)
-5. [Deepseek-VL最佳实践](deepseek-vl最佳实践.md)
-6. [Internlm2-Xcomposers最佳实践](internlm-xcomposer2最佳实践.md)
-7. [Phi3-Vision最佳实践](phi3-vision最佳实践.md), [Phi3.5-Vision最佳实践](https://github.com/modelscope/ms-swift/issues/1809).
+5. [MiniCPM-V最佳实践](minicpm-v最佳实践.md), [MiniCPM-V-2最佳实践](minicpm-v-2最佳实践.md), [MiniCPM-V-2.5最佳实践](minicpm-v-2.5最佳实践.md), [MiniCPM-V-2.6最佳实践](https://github.com/modelscope/ms-swift/issues/1613)
+6. [Deepseek-VL最佳实践](deepseek-vl最佳实践.md)
+7. [Internlm2-Xcomposers最佳实践](internlm-xcomposer2最佳实践.md)
+8. [Phi3-Vision最佳实践](phi3-vision最佳实践.md), [Phi3.5-Vision最佳实践](https://github.com/modelscope/ms-swift/issues/1809)
+9. [mPLUG-Owl2最佳实践](mplug-owl2最佳实践.md), [mPLUG-Owl3最佳实践](https://github.com/modelscope/ms-swift/issues/1969)
 
 
 一轮对话只能包含一张图片（可能可以不含图片）:
 1. [Yi-VL最佳实践.md](yi-vl最佳实践.md)
-2. [mPLUG-Owl2最佳实践](mplug-owl2最佳实践.md)
-3. [florence最佳实践](florence最佳实践.md)
+2. [florence最佳实践](florence最佳实践.md)
 
 整个对话围绕一张图片（可能可以不含图片）:
 1. [CogVLM最佳实践](cogvlm最佳实践.md), [CogVLM2最佳实践](cogvlm2最佳实践.md), [glm4v最佳实践](glm4v最佳实践.md), [CogVLM2-Video最佳实践](cogvlm2-video最佳实践.md)
-2. [MiniCPM-V最佳实践](minicpm-v最佳实践.md), [MiniCPM-V-2最佳实践](minicpm-v-2最佳实践.md), [MiniCPM-V-2.5最佳实践](minicpm-v-2.5最佳实践.md), [MiniCPM-V-2.6最佳实践](https://github.com/modelscope/ms-swift/issues/1613)

docs/source_en/Instruction/index.md

@@ -1,6 +1,6 @@
 ## Instructions
 
-[English Documentation](https://swift.readthedocs.io/en/latest/Instruction/index.html)
+[中文文档](https://swift.readthedocs.io/zh-cn/latest/Instruction/index.html)
 
 ### 🐔Features
 

docs/source_en/Multi-Modal/index.md

@@ -14,15 +14,15 @@ A single round of dialogue can contain multiple images (or no images):
 2. [Qwen-Audio Best Practice](qwen-audio-best-practice.md), [Qwen2-Audio Best Practice](https://github.com/modelscope/ms-swift/issues/1653)
 3. [Llava Best Practice](llava-best-practice.md), [LLava Video Best Practice](llava-video-best-practice.md)
 4. [InternVL Series Best Practice](internvl-best-practice.md)
-5. [Deepseek-VL Best Practice](deepseek-vl-best-practice.md)
-6. [Internlm2-Xcomposers Best Practice](internlm-xcomposer2-best-practice.md)
-7. [Phi3-Vision Best Practice](phi3-vision-best-practice.md), [Phi3.5-Vision Best Practice](https://github.com/modelscope/ms-swift/issues/1809).
-
+5. [MiniCPM-V Best Practice](minicpm-v-best-practice.md), [MiniCPM-V-2.6 Best Practice](https://github.com/modelscope/ms-swift/issues/1613)
+6. [Deepseek-VL Best Practice](deepseek-vl-best-practice.md)
+7. [Internlm2-Xcomposers Best Practice](internlm-xcomposer2-best-practice.md)
+8. [Phi3-Vision Best Practice](phi3-vision-best-practice.md), [Phi3.5-Vision Best Practice](https://github.com/modelscope/ms-swift/issues/1809).
+9. [mPLUG-Owl3 Best Practice](https://github.com/modelscope/ms-swift/issues/1969)
 
 A single round of dialogue can only contain one image:
 1. [Yi-VL Best Practice.md](yi-vl-best-practice.md)
 2. [Florence Best Practice.md](florence-best-pratice.md)
 
 The entire conversation revolves around one image.
 1. [CogVLM Best Practice](cogvlm-best-practice.md), [CogVLM2 Best Practice](cogvlm2-best-practice.md), [GLM4V Best Practice](glm4v-best-practice.md), [CogVLM2-Video Best Practice](cogvlm2-video-best-practice.md)
-2. [MiniCPM-V Best Practice](minicpm-v-best-practice.md), [MiniCPM-V-2.6 Best Practice](https://github.com/modelscope/ms-swift/issues/1613)