Laya: Decisions, Not Text

Give Laya a state (text or JSON) and typed questions; it returns typed answers with calibrated probabilities in a single forward pass (~35 ms). No text generation — nothing to parse, nothing to hallucinate. Model: convaiinnovations/laya (421M, Apache 2.0).

choicewhich of these options? → the option + per-option probabilities
scorewhere on this rubric? → position along your levels
noulis this true? → probability that it is

static demoinference via official API This page runs entirely in your browser and calls the official laya-demo Space over its public API. If you hit quota limits, open that Space while logged in and retry.

Classify, detect urgency, score frustration and check for a refund request in one call, then route.

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Screen every prompt before it reaches your expensive model: jailbreak, injection, sensitive data, harm.

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One Router, three checkpoints. The script of the incoming text decides which one answers — before the forward pass, because the model's own confidence gives no warning when it cannot read the input.

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Any state, any questions — the same request shape as the API.

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