--- pipeline_tag: image-to-video ---

Samples generated by AnimateLCM-SVD-xt

## Introduction Consistency Distilled [Stable Video Diffusion Image2Video-XT (SVD-xt)](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt) following the strategy proposed in [AnimateLCM-paper](https://arxiv.org/abs/2402.00769). AnimateLCM-SVD-xt can generate good quality image-conditioned videos with 25 frames in 2~8 steps with 576x1024 resolutions. ## Computation comparsion AnimateLCM-SVD-xt can generally produces demos with good quality in 4 steps without requiring the classifier-free guidance, and therefore can save 25 x 2 / 4 = 12.5 times compuation resources compared with normal SVD models. ## Demos | | | | | :---: | :---: | :---: | | ![Alt text 1](./demos/01-2.gif) | ![Alt text 2](./demos/01-4.gif) | ![Alt text 3](./demos/01-8.gif) | | 2 steps, cfg=1 | 4 steps, cfg=1 | 8 steps, cfg=1 | | ![Alt text 1](./demos/02-2.gif) | ![Alt text 2](./demos/02-4.gif) | ![Alt text 3](./demos/02-8.gif) | | 2 steps, cfg=1 | 4 steps, cfg=1 | 8 steps, cfg=1 | | ![Alt text 1](./demos/03-2.gif) | ![Alt text 2](./demos/03-4.gif) | ![Alt text 3](./demos/03-8.gif) | | 2 steps, cfg=1 | 4 steps, cfg=1 | 8 steps, cfg=1 | | ![Alt text 1](./demos/04-2.gif) | ![Alt text 2](./demos/04-4.gif) | ![Alt text 3](./demos/04-8.gif) | | 2 steps, cfg=1 | 4 steps, cfg=1 | 8 steps, cfg=1 | | ![Alt text 1](./demos/05-2.gif) | ![Alt text 2](./demos/05-4.gif) | ![Alt text 3](./demos/05-8.gif) | | 2 steps, cfg=1 | 4 steps, cfg=1 | 8 steps, cfg=1 | Please contact Fu-Yun Wang (fywang@link.cuhk.edu.hk) for the inference code and the scheduler design. I might respond a bit later. Thank you!