LLaCO aligns continuous text diffusion with token competition
An 8B LLaCO model uses spherical noising and semantic retention scheduling and is reported to rival comparable discrete diffusion models.
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Stories tagged #non-autoregressive
Tacit-TTS: From Autoregressive Decoding to Masked Prediction for Efficient Transcript-Free Voice Cloning
Tacit-TTS distills IndexTTS2 into transcript-free masked voice cloning that is over 10x faster.
Laya the open source version of Jev
Convai Innovations released Laya, an open-source Apache 2.0 family of non-autoregressive decision models claiming 6-8x faster inference than TypeSafe AI's Jev.
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convaiinnovations/laya-multilingual — new model trending #30 on Hugging Face
ConvAI published Laya Multilingual, a 322M non-autoregressive model answering typed questions across 100-plus languages.
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convaiinnovations/laya — new model trending #30 on Hugging Face
Convaiinnovations releases Laya, an open-source 421M-parameter non-autoregressive decision model for calibrated email triage, phishing detection, and routing.
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