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Hello @Blaizzy , please check out this PR for ColQwen2.5, which brings multimodal document retrieval to MLX Embeddings :)
However, I would recommend to wait for this PR to get merged first by HuggingFace to transformers so that we have a proper support for the AutoProcessor :)
Please let me know if there should be any additional. Looking forward to get this merge :D