#distributed-training

NVIDIA and Hugging Face integrate NeMo Automodel for distributed diffusion fine-tuning at scale

Tools Jul 19, 2026

NVIDIA NeMo Automodel now works seamlessly with Hugging Face Diffusers, enabling production-grade distributed training of video and image models without checkpoint conversion.

Hugging Face Cuts RL Training Sync Overhead by 98% With Sparse Delta Weights

Tools May 28, 2026

A new TRL protocol reduces per-step model synchronization from terabytes to tens of megabytes by shipping only changed parameters across distributed training pipelines.