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Charchit Sharma
charchits7
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charchits7
charchit7
AI & ML interests
AI/ML especially computer vision
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replied
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merve
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about 2 months ago
A complete RAG pipeline includes a reranker, which ranks the documents to find the best document ๐ Same goes for multimodal RAG, multimodal rerankers which we can integrate to multimodal RAG pipelines! Learn how to build a complete multimodal RAG pipeline with https://huggingface.co./vidore/colqwen2-v1.0 as retriever, https://huggingface.co./lightonai/MonoQwen2-VL-v0.1 as reranker, https://huggingface.co./Qwen/Qwen2-VL-7B-Instruct as VLM in this notebook that runs on a GPU as small as L4 ๐ฅ https://huggingface.co./learn/cookbook/multimodal_rag_using_document_retrieval_and_reranker_and_vlms
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merve
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about 2 months ago
A complete RAG pipeline includes a reranker, which ranks the documents to find the best document ๐ Same goes for multimodal RAG, multimodal rerankers which we can integrate to multimodal RAG pipelines! Learn how to build a complete multimodal RAG pipeline with https://huggingface.co./vidore/colqwen2-v1.0 as retriever, https://huggingface.co./lightonai/MonoQwen2-VL-v0.1 as reranker, https://huggingface.co./Qwen/Qwen2-VL-7B-Instruct as VLM in this notebook that runs on a GPU as small as L4 ๐ฅ https://huggingface.co./learn/cookbook/multimodal_rag_using_document_retrieval_and_reranker_and_vlms
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sayakpaul
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3 months ago
Introducing a high-quality open-preference dataset to further this line of research for image generation. Despite being such an inseparable component for modern image generation, open preference datasets are a rarity! So, we decided to work on one with the community! Check it out here: https://huggingface.co./blog/image-preferences
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