jinaai
/

jina-embeddings-v4-vllm-retrieval

Visual Document Retrieval

multimodal-embedding

multilingual-embedding

Text-to-Visual Document (T→VD) retrieval

feature-extraction

sentence-similarity

text-generation-inference

🇪🇺 Region: EU

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jupyterjazz commited on Jul 1

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update README

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

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

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