https://cognaptus.com/tags/elastic-pretraining/ Recent content in Elastic-Pretraining on Cognaptus Hugo -- 0.145.0 en-us Fri, 06 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-06-five-model-widths-one-shared-trunk/ Fri, 06 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-06-five-model-widths-one-shared-trunk/ ShellElastic shows how to jointly pretrain multiple language-model sizes through exact computation reuse and width-aware optimization, while leaving total deployment savings to be demonstrated.