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Diffusion Language Models Break the Autoregressive Cage – And LLaDA2.0 is Jangling the Keys

Diffusion Language Models Break the Autoregressive Cage – And LLaDA2.0 is Jangling the Keys

LLaDA2.0’s MoE-powered diffusion architecture challenges everything we know about local AI deployment

#diffusion#llama.cpp#local-ai...

Diffusion Language Models Are Breaking the Autoregressive Dungeon

Diffusion Language Models Are Breaking the Autoregressive Dungeon

New framework turns BERT into a diffusion-based chatbot using discrete diffusion, and it’s rewriting how we think about language generation

#bert#diffusion#language-models...

BERT Was Really Just Text Diffusion All Along

BERT Was Really Just Text Diffusion All Along

It turns out BERT’s masked language training looks suspiciously like a single step of discrete text diffusion.

#bert#diffusion#NLP...