https://cognaptus.com/tags/multi-tenant-serving/ Recent content in Multi-Tenant Serving on Cognaptus Hugo -- 0.145.0 en-us Mon, 04 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-04-rank-and-file-why-lora-adapters-may-be-bigger-than-they-need-to-be/ Mon, 04 May 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-05-04-rank-and-file-why-lora-adapters-may-be-bigger-than-they-need-to-be/ A practical reading of PARA, a post-training LoRA compression method that turns one high-rank adapter into smaller deployment-ready variants without retraining.