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Perplexity AI releases pplx-embed-v2-late, a pair of ColBERT-style multimodal embedding models available in 0.6B and 9B sizes. Both models retrieve text, images and rendered PDF pages, sharing one embedding space. The 0.6B model uses about 340M active parameters for images and stays close to 8B rivals. A 9B index can be searched with 0.6B queries, recovering about h.
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