https://cognaptus.com/tags/adapters/ Recent content in Adapters on Cognaptus Hugo -- 0.145.0 en-us Wed, 27 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-27-rank-and-file-matryoshkalora-turns-one-adapter-into-many/ Wed, 27 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-27-rank-and-file-matryoshkalora-turns-one-adapter-into-many/ A mechanism-first reading of MatryoshkaLoRA, showing why one diagonal training weight can make LoRA adapters usable across multiple deployment ranks.