A family of open decision models that pick one option per question with calibrated probabilities and answer in TypeSafe's /v1/systemone shape. Apache-2.0.
We haven't reviewed this project hands-on yet. The description above is our own summary of its README. Numbers it reports are the author's, not ours.
NandhaKishorM/laya
Non-autoregressive decision engine over 100+ languages: three checkpoints and a router that detects the script and dispatches per request. Its benchmarks end with a limits section naming the datasets it does not generalise to and the headline figure that came from a training split.
jaredpalmer/kev
Jev-style decision models from 0.5B to 8B, built as LoRA adapters on Qwen and served behind a Jev-compatible /v1/systemone API.
TheoLeeCJ/SemIf-OpenJev
Jev-style decisions from a frozen 4B model on a single RTX 3090, with a browser demo. Formerly OpenJev.
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