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update README

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Signed-off-by: jupyterjazz <[email protected]>

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@@ -33,7 +33,7 @@ pipeline_tag: visual-document-retrieval
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  ## Model Overview
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- This repository hosts a vLLM-compatible version of [`jina-embeddings-v4`](https://huggingface.co/jinaai/jina-embeddings-v4) with the code adapter merged into the base `Qwen2.5-VL` weights. This architecture modification enables native compatibility with vLLM without requiring custom adapter-handling code.
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  ## Usage
 
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  ## Model Overview
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+ This repository hosts a vLLM-compatible version of [`jina-embeddings-v4`](https://huggingface.co/jinaai/jina-embeddings-v4) with the **code** adapter merged into the base `Qwen2.5-VL` weights. This architecture modification enables native compatibility with vLLM without requiring custom adapter-handling code.
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  ## Usage