Jev Docker

A self-hosted System One API billed as drop-in compatible with TypeSafe Jev: a bidirectional encoder with direct decision heads returns calibrated probabilities and structured choices in a single forward pass of about 33 ms.

A docker compose recipe that self-hosts Kev-4B, the open-weight SystemOne decision model, behind a TypeSafe-compatible POST /v1/systemone API, downloading the adapter and Qwen3.5-4B-Base weights on first start and caching them in a named volume.

psyb0t's Docker image that serves local Laya, Von, a CLM projection head, or hosted Jev through one TypeSafe-compatible HTTP and MCP endpoint, returning typed choice, score, and noul answers with model probabilities.