Papers arxiv:2605.30409 SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer Published on May 28 Submitted by Yuyang on Jun 1 NVIDIA Authors: , , , , , , , , Abstract SANA-Streaming enables real-time high-resolution video-to-video editing through a hybrid diffusion tr… …
… On a consumer RTX~5090, SwiftVR reaches 26~FPS at 1920x1080. To our knowledge, SwiftVR is the first generative VR model to achieve real-time 1080p streaming on a consumer-grade GPU , while attaining strong no-reference perceptual quality with lower inference cost. …
… Sampling throughput FPS is measured for 480P 20-second generation on a single H100 GPU. 🐱 MaineCoon Ours has the largest model yet by far the fastest speed — up to 7× faster than other streaming audio-visual generators, and faster even than a 1.3B streaming video model. …
… DreamForge-World 0.1 Preview focuses on a complementary axis to frontier-scale world simulators: low-compute adaptation, consumer-GPU runtime , and broad interactive capability coverage. …
… Built on ACE-Step 1.5 and StreamDiffusion 's ring-buffer architecture with TensorRT acceleration , it sustains up to 12.3 decoder completions per second for 60-second music on a single consumer GPU RTX 5090 , or 11.3 generations per second at our production ring-depth of 4. …