标签：distillation

Local proxy that learns your app's typed LLM decisions and answers them with a Laya head. Jev and OpenAI compatible.

Distill a repeated Jev classification task into a local model, on the fly — same answers, your hardware.

OpenJev: open-source, local alternative to Jev. System-One decision models: typed questions in, calibrated probabilities out; general decisions and browser-agent steps.

Use and fine-tune System One models (Jev, Laya) on your data, with an LLM as the teacher.