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README.md

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 # granite-vision-3.3-2b-embedding
 **Model Summary:**
-Granite-vision-3.3-2b-embedding is an efficient embedding model based on granite-vision-3.3-2b. This model is specifically designed for multimodal document retrieval, enabling queries on documents with tables, charts, infographics, and complex layout. The model generates ColBERT-style multi-vector representations of pages.
+Granite-vision-3.3-2b-embedding is an efficient embedding model based on [granite-vision-3.3-2b](https://huggingface.co/ibm-granite/granite-vision-3.3-2b). This model is specifically designed for multimodal document retrieval, enabling queries on documents with tables, charts, infographics, and complex layouts. The model generates ColBERT-style multi-vector representations of pages.
 By removing the need for OCR-based text extractions, granite-vision-3.3-2b-embedding can help simplify and accelerate RAG pipelines.
 
 **Evaluations:**