1월 5, 2026

✨ How Powerful are Diffusion LLMs? Rethinking Generation with Any-Process Masked Diffusion Models

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How powerful are Diffusion LLMs compared to classic autoregressive LLMs, once you treat generation as an algorithm with time and space complexity, not just as a decoding trick? A new research paper from a team researchers from Toyota Technological Institute at Chicago and MIT gives a formal answer.

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How powerful are Diffusion LLMs compared to classic autoregressive LLMs, once you treat generation as an algorithm with time and space complexity, not just as a decoding trick? A new research paper from a team researchers from Toyota Technological Institute at Chicago and MIT gives a formal answer. This new research compares Auto-Regressive Models (ARM), […]
The post How Powerful are Diffusion LLMs? Rethinking Generation with Any-Process Masked Diffusion Models appeared first on MarkTechPost.

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