Efficiently Reconstructing Dynamic Scenes One D4RT at a Time Paper • 2512.08924 • Published Dec 9, 2025 • 26
Sana Collection ⚡️Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer • 22 items • Updated Mar 10 • 110
SANA-Sprint Collection 🏃SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation • 6 items • Updated Mar 10 • 47
SANA-1.5 Collection SANA-1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer • 6 items • Updated Mar 10 • 12
LongAI Collection Boost AI's Long ability, while keeping Efficient. Models in this collection includes LongVILA, LongVILA-R1, LongLive. • 19 items • Updated 25 days ago • 4
SANA Streaming Collection SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer • 4 items • Updated Jul 13 • 2
SoL-Refiner Collection Original LTX-2.3 refiners and the LTX-2.5 extension for MiniMax-H3. https://nvlabs.github.io/Sana/Sol-Refiner/ • 3 items • Updated 26 days ago • 6
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer Paper • 2509.24695 • Published Sep 29, 2025 • 56
SANA-Video Collection 🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer • 11 items • Updated Aug 20 • 13
SANA-WM Collection SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer • 6 items • Updated Jun 11 • 8
LongLive-Plug Collection Few-step and CFG-distillation LoRAs for MiniMax-H3, Wan2.1-T2V-14B, and Wan2.2-TI2V-5B. • 6 items • Updated 25 days ago • 3
Long-WAM: Scaling the Context of World-Action Models Paper • 2610.10528 • Published 17 days ago • 114
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 199