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Yunied Puig

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#machine learning Preprint Oct 2026

OrBIT: Structure-Guided Embedding Compression

Embedding tables are among the largest components of modern language models. Most compression methods fix a coding geometry such as coordinate blocks, low-rank subspaces, or unrestricted codebooks, and optimize within it. We instead ask whether the coding geometry can itself be discovered. We introduce \emph{OrBIT}, a...

Yunied Puig, Amit Kumar Jaiswal · 0 citations