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One Omni Model, Two GGUF Files: What LFM3-Omni-2B Really Costs in RAM, from the Tensor Headers Up

TL;DR Liquid AI's LFM3-Omni-2B takes text, images, video and audio in, and answers in text or speech. Its GGUF release is not one file but two: a language model file and a projector file called mmproj that carries the vision encoder, the audio encoder and the speech-output head. At Q4_K_M the pair…

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  1. 2026-11-08 21:06 · DEV Community — AI
    One Omni Model, Two GGUF Files: What LFM3-Omni-2B Really Costs in RAM, from the Tensor Headers Up

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