Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders Paper • 2602.10099 • Published Feb 10 • 5
Helios Collection Helios: 14B Real-Time Long Video Generation Model can be Cheaper, Faster but Keep Stronger than 1.3B ones • 7 items • Updated Mar 15 • 25
SANA Streaming Collection SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer • 4 items • Updated 23 days ago • 1
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published 9 days ago • 35
view article Article Beyond LoRA: Can you beat the most popular fine-tuning technique? +2 BenjaminB, sayakpaul, hubnemo, kashif • Jun 18 • 86
Efficient Video Diffusion Models: Advancements and Challenges Paper • 2604.15911 • Published Apr 17 • 1
Beyond Few-Step Inference: Accelerating Video Diffusion Transformer Model Serving with Inter-Request Caching Reuse Paper • 2604.04451 • Published Apr 6 • 1
SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published 13 days ago • 39
view article Article Bringing Nunchaku 4-bit Diffusion Inference to Diffusers rootonchair, sayakpaul • 13 days ago • 63
view article Article Fine-tune video and image models at scale with NVIDIA NeMo Automodel and 🤗 Diffusers nvidia • 18 days ago • 82