alias3-web · typed security decisions and explanations, on your GPU (WebGPU)
A 4B cybersecurity transformer quantised to 4 bits (ONNX Runtime GenAI, 2.44 GB) with the complete trained head and the model's own marker tokens. Nothing leaves this page. Prefill engine: ct0-edge by Eduardo Worrel (MIT), vendored.
Press “Load model”. Needs Chrome or Edge with WebGPU.
the marker tokens and the readout
<state>→<|fim_prefix|><q>→<|fim_middle|> <opt>→<|box_start|></opt>→<|box_end|> <decide>→<|fim_suffix|>readout: q(h<decide>)·k(h</opt>ᵢ)·√256⁻¹/T, softmax over the options. A yes/no question is a choice over (Yes, No) and severity a choice over (1..5): one mechanism, as trained.