LightX2V: a high-performance inference framework for efficient image and video generation with 4-step distillation and multi-tier offloading

What it solves

LightX2V addresses the high computational cost and memory requirements associated with state-of-the-art image and video generation models. It provides a lightweight inference framework that enables high-performance synthesis—including text-to-video, image-to-video, text-to-image, and image-editing—on a wide range of hardware, from high-end H100 GPUs to consumer-grade RTX 4090s and even devices with as little as 8GB VRAM.