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Update doc: update uembed models doc. #9951

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Update Embedding.md
SighingSnow Aug 20, 2026
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Update Embedding.md
SighingSnow Aug 20, 2026
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4 changes: 4 additions & 0 deletions docs/source/BestPractices/Embedding.md
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Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,10 @@ SWIFT已经支持Embedding模型的训练，包括纯文本和多模态两个类
5. qwen3-vl-embedding模型
- 2B: [ModelScope](https://www.modelscope.cn/models/Qwen/Qwen3-VL-Embedding-2B) [Hugging Face](https://huggingface.co/Qwen/Qwen3-VL-Embedding-2B)
- 8B: [ModelScope](https://www.modelscope.cn/models/Qwen/Qwen3-VL-Embedding-8B) [Hugging Face](https://huggingface.co/Qwen/Qwen3-VL-Embedding-8B)
6. uembed embedding模型
- 2B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-2B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-2B)
- 4B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-4B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-4B)
- 9B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-9B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-9B)


开发者可以自行集成自己的模型，模型forward输出值需要满足：
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4 changes: 4 additions & 0 deletions docs/source_en/BestPractices/Embedding.md
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Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,10 @@ SWIFT has already supported the training of embedding models, including both pur
5. qwen3-vl-embedding models
- 2B: [ModelScope](https://www.modelscope.cn/models/Qwen/Qwen3-VL-Embedding-2B) [Hugging Face](https://huggingface.co/Qwen/Qwen3-VL-Embedding-2B)
- 8B: [ModelScope](https://www.modelscope.cn/models/Qwen/Qwen3-VL-Embedding-8B) [Hugging Face](https://huggingface.co/Qwen/Qwen3-VL-Embedding-8B)
6. uembed embedding models
- 2B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-2B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-2B)
- 4B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-4B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-4B)
- 9B: [ModelScope](https://modelscope.cn/models/iic/UEmbed-9B) [Hugging Face](https://huggingface.co/Alibaba-NLP/UEmbed-9B)

Developers can integrate their own models by ensuring the model forward output satisfies:

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