Text-to-Video
Diffusers
Safetensors
English
text-to-video;
image-to-video;
comfyUI;
video-generation;
Instructions to use lightx2v/Wan2.2-Lightning with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use lightx2v/Wan2.2-Lightning with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("lightx2v/Wan2.2-Lightning", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Can we get a higher LoRA Rank for LightX2V WAN 2.2 for Better Detail?
#65
by Aorora12 - opened
I just compared a 2.1 LightX2V LoRA with rank 256 against a 2.2 LoRA that only uses rank 64. Surprisingly, the 2.1 model actually wins in image quality. So now I’m wondering—can we get a 256-rank version for 2.2 as well?
Aorora12 changed discussion status to closed