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Startup Claims One-Click LLM Compression to 3x Smaller With Near-Lossless Quality

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A post on Hacker News highlighted a tool from NeuraCryption that claims to compress any large language model to roughly one-third its size with near-lossless output quality. The developer says the process can be run in a single click and needs under 50 MB of RAM. The item drew 26 points and 18 comments from the Hacker News community. The linked research page describes the approach, though the claims have not been independently verified in the source material provided.

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