diffusion-models.
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Google's AI Video Co-Director Solves the Long-Form Generation Problem
Google researchers introduce a multi-agent framework that maintains visual consistency across minutes-long AI videos, tackling character drift and cascading failures in generative pipelines.
NVIDIA NeMo Automodel: Production-Grade Diffusion Training for Everyone
NVIDIA and Hugging Face collaborate on distributed diffusion training that scales from one GPU to hundreds, with zero checkpoint conversion and native Diffusers support.
NeMo Automodel Brings Production Diffusion Training to Everyone
NVIDIA and Hugging Face collaborate to make distributed diffusion model training accessible, scalable, and checkpoint-compatible for any model on the Hub.
NeMo Automodel brings production diffusion training to Hugging Face
NVIDIA and Hugging Face collaborate to make distributed diffusion model training accessible, scalable, and checkpoint-conversion-free for any Diffusers model.
Why Diffusion Models Aren't Just Memorizing Your Training Data
New research reveals diffusion model creativity stems from neural network regularization creating interpolation zones between training samples, not from memorization.