#diffusion LLM

NVIDIA's TiDAR combines one-step diffusion drafting with autoregressive verification in a single forward pass to exploit free GPU token slots and multiply tokens-per-forward by up to about 6x while preserving benchmark quality.

Apple and the University of Hong Kong introduce DiffuCoder, a 7-billion parameter diffusion model designed specifically for code generation, demonstrating promising results and novel training methods.