Скачать или смотреть NVIDIA’s New AI Breakthrough: Instant High-Quality Video Generation!

Introducing the Transition Matching Distillation (TMD) technique to speed up high-performance video generation models. The researchers propose a lightweight flow head structure separated from the main neural network to reduce the complex operations of existing models, and this allows them to produce high-quality images in just a few steps. Using MeanFlow technology, we have secured the stability of learning, and we have efficiently approximated complex video trajectories to show excellent performance compared to the cost of computing. As a result, this method proved superior visual quality and sophisticated prompt compliance over conventional distillation techniques such as DMD2. This allows users to adjust the balance between efficiency and video quality more finely and experience near-real-time video creation.


https://arxiv.org/pdf/2601.09881