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README.md
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[.png "Logo")](https://bynedocs.com "Logo")
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We're glad to introduce one of the first document page embedding models, LayoutLM-Byne-v0.1.
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With the rise of multimodal LLMs, there is a growing adoption of applying models directly to a document without pre-processing it first, as was done before with RAG. This approach is significantly more robust than text-only RAG on a large subset of documents, especially visually rich ones.
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[.png "Logo")](https://bynedocs.com "Logo")
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[](https://colab.research.google.com/drive/1YkPtCOrXdDMTv_gm14VoZeofJoNRotzO?usp=sharing)
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We're glad to introduce one of the first document page embedding models, LayoutLM-Byne-v0.1.
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With the rise of multimodal LLMs, there is a growing adoption of applying models directly to a document without pre-processing it first, as was done before with RAG. This approach is significantly more robust than text-only RAG on a large subset of documents, especially visually rich ones.
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