kitsunejb
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colpali-qdrant

Visual Document Retrieval

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kitsuneb commited on May 6

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@@ -20,7 +20,7 @@ pipeline_tag: visual-document-retrieval
 # ColPali: Visual Retriever based on PaliGemma-3B with ColBERT strategy
 > Please read `conversion/readme.md` for details about the conversion process and notes.
-> Repo only includes vision models, conversion script supports text as well.
 ColPali is a model based on a novel model architecture and training strategy based on Vision Language Models (VLMs) to efficiently index documents from their visual features.
 It is a [PaliGemma-3B](https://huggingface.co/google/paligemma-3b-mix-448) extension that generates [ColBERT](https://arxiv.org/abs/2004.12832)- style multi-vector representations of text and images.

 # ColPali: Visual Retriever based on PaliGemma-3B with ColBERT strategy
 > Please read `conversion/readme.md` for details about the conversion process and notes.
+> Repo only includes vision models for practical reasons, conversion script supports vision and text as well.
 ColPali is a model based on a novel model architecture and training strategy based on Vision Language Models (VLMs) to efficiently index documents from their visual features.
 It is a [PaliGemma-3B](https://huggingface.co/google/paligemma-3b-mix-448) extension that generates [ColBERT](https://arxiv.org/abs/2004.12832)- style multi-vector representations of text and images.