From ef03334d2d141c02f7f02dac43f20f6a13aedba8 Mon Sep 17 00:00:00 2001 From: Song Tingyu <53935948+SighingSnow@users.noreply.github.com> Date: Thu, 20 Aug 2026 11:42:51 +0800 Subject: [PATCH 1/2] Update Embedding.md --- docs/source_en/BestPractices/Embedding.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/source_en/BestPractices/Embedding.md b/docs/source_en/BestPractices/Embedding.md index 1bc99a692c..d8153486db 100644 --- a/docs/source_en/BestPractices/Embedding.md +++ b/docs/source_en/BestPractices/Embedding.md @@ -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: From f64114bc94dec066e59db8ff65d9909856307eba Mon Sep 17 00:00:00 2001 From: Song Tingyu <53935948+SighingSnow@users.noreply.github.com> Date: Thu, 20 Aug 2026 11:43:34 +0800 Subject: [PATCH 2/2] Update Embedding.md --- docs/source/BestPractices/Embedding.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/source/BestPractices/Embedding.md b/docs/source/BestPractices/Embedding.md index e59df2122d..cc8db0395c 100644 --- a/docs/source/BestPractices/Embedding.md +++ b/docs/source/BestPractices/Embedding.md @@ -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：