https://cognaptus.com/tags/parameter-efficient-finetuning/ Recent content in Parameter-Efficient-Finetuning on Cognaptus Hugo -- 0.145.0 en-us Sat, 17 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-17-add-the-skill-keep-the-answers/ Sat, 17 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-17-add-the-skill-keep-the-answers/ ATLAS shows how retained-domain activations can constrain a compact model update so a new skill is learned with less version-to-version behavior change.