https://amitnaik.com/tags/model-calibration/ Recent content in Model Calibration on Amit Naik Hugo -- 0.144.2 en-us Mon, 28 Sep 2026 09:00:00 -0700 https://amitnaik.com/til/2026-09-28-calibrating-jev-with-examples/ Mon, 28 Sep 2026 09:00:00 -0700 https://amitnaik.com/til/2026-09-28-calibrating-jev-with-examples/ Seth Kimmel introduces jev-align, an open-source CLI that uses GEPA to align Jev with a user's decision criteria. The useful distinction is between a general model's capabilities and the specific examples that define acceptable decisions for a particular application. https://amitnaik.com/til/2026-09-28-laya-a-local-classifier-alternative/ Mon, 28 Sep 2026 08:59:59 -0700 https://amitnaik.com/til/2026-09-28-laya-a-local-classifier-alternative/ This bookmark points to Laya, an open-weight classifier presented as a locally runnable alternative to Jev. It is a useful candidate to evaluate when classification needs to stay inside your own infrastructure; the post is an introduction, not a comparative benchmark.