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This is the most useful documentation I've found so far to help understand how this works: https://github.com/ggml-org/llama.cpp/tree/master/tools/mtmd...

It’s interesting that they decided to move all of the architecture-specific image-to-embedding preprocessing into a separate library.

Similar to how we ended up with the huggingface/tokenizers library for text-only Tranformers.