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Specialized sampling techniques that produce high-quality video in extremely few denoising iterations.
Distinct from Low-Step Sampling: Specifically targets the video domain rather than general image synthesis in low-step sampling
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FastVideo is a comprehensive system for accelerated video generation, serving as a video generation inference engine, a video diffusion training framework, and a modular pipeline orchestrator. It provides a distributed transformer optimizer and a distillation toolkit designed to reduce denoising steps and model complexity to increase frame rates. The project distinguishes itself through specialized acceleration techniques, including joint distillation and sparse attention training. It implements low-step video generation and weight quantization to FP8 or FP4 precision to increase throughput a
Produces high-quality videos in only one to four steps using a specialized pipeline and scheduler.