Instructions to use lightx2v/Wan2.2-Distill-Loras with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use lightx2v/Wan2.2-Distill-Loras with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Wan-AI/Wan2.2-I2V-A14B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("lightx2v/Wan2.2-Distill-Loras") prompt = "A man with short gray hair plays a red electric guitar." input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png") image = pipe(image=input_image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Diffusion Single File
How to use lightx2v/Wan2.2-Distill-Loras with Diffusion Single File:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
wan2.2-gguf + distill loras Not worked
lora key not loaded: diffusion_model.blocks.0.diff_m
lora key not loaded: diffusion_model.blocks.1.diff_m
lora key not loaded: diffusion_model.blocks.10.diff_m
lora key not loaded: diffusion_model.blocks.11.diff_m
lora key not loaded: diffusion_model.blocks.12.diff_m
lora key not loaded: diffusion_model.blocks.13.diff_m
lora key not loaded: diffusion_model.blocks.14.diff_m
lora key not loaded: diffusion_model.blocks.15.diff_m
lora key not loaded: diffusion_model.blocks.16.diff_m
lora key not loaded: diffusion_model.blocks.17.diff_m
lora key not loaded: diffusion_model.blocks.18.diff_m
lora key not loaded: diffusion_model.blocks.19.diff_m
lora key not loaded: diffusion_model.blocks.2.diff_m
lora key not loaded: diffusion_model.blocks.20.diff_m
lora key not loaded: diffusion_model.blocks.21.diff_m
lora key not loaded: diffusion_model.blocks.22.diff_m
lora key not loaded: diffusion_model.blocks.23.diff_m
lora key not loaded: diffusion_model.blocks.24.diff_m
lora key not loaded: diffusion_model.blocks.25.diff_m
lora key not loaded: diffusion_model.blocks.26.diff_m
lora key not loaded: diffusion_model.blocks.27.diff_m
lora key not loaded: diffusion_model.blocks.28.diff_m
lora key not loaded: diffusion_model.blocks.29.diff_m
lora key not loaded: diffusion_model.blocks.3.diff_m
lora key not loaded: diffusion_model.blocks.30.diff_m
lora key not loaded: diffusion_model.blocks.31.diff_m
lora key not loaded: diffusion_model.blocks.32.diff_m
lora key not loaded: diffusion_model.blocks.33.diff_m
lora key not loaded: diffusion_model.blocks.34.diff_m
lora key not loaded: diffusion_model.blocks.35.diff_m
lora key not loaded: diffusion_model.blocks.36.diff_m
lora key not loaded: diffusion_model.blocks.37.diff_m
lora key not loaded: diffusion_model.blocks.38.diff_m
lora key not loaded: diffusion_model.blocks.39.diff_m
lora key not loaded: diffusion_model.blocks.4.diff_m
lora key not loaded: diffusion_model.blocks.5.diff_m
lora key not loaded: diffusion_model.blocks.6.diff_m
lora key not loaded: diffusion_model.blocks.7.diff_m
lora key not loaded: diffusion_model.blocks.8.diff_m
lora key not loaded: diffusion_model.blocks.9.diff_m
lora key not loaded: diffusion_model.head.diff_m
Same issue here...
Same.
Same.
well i do have same issue, but the effects seem minor, since i still got decent results.
These keys aren’t important—using ComfyUI won’t affect accuracy. By the way, it’s recommended to run withLightX2V , as it’s faster and more accurate.
Sorry, what do you mean run with LightX2V?? Isn't that just the github to your models and loras, which we ARE using?