Open-source implementation of the typed-decision pattern popularised by TypeSafe's Jev: read a decision out of a small language model's logits, in the browser. Library, benchmarks and paper. Not affiliated with TypeSafe.
python lora webgpu fine-tuning structured-output on-device-ai onnx-runtime constrained-decoding llm-inference llm-evaluation small-language-models transformers-js qwen3 browser-ml position-bias jev typed-decisions logit-readout
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Updated
Sep 21, 2026 - Python