Instructions to use lightx2v/Wan2.2-I2V-A14B-Moe-Distill-Lightx2v with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use lightx2v/Wan2.2-I2V-A14B-Moe-Distill-Lightx2v 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("lightx2v/Wan2.2-I2V-A14B-Moe-Distill-Lightx2v", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Diffusion Single File
How to use lightx2v/Wan2.2-I2V-A14B-Moe-Distill-Lightx2v 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
- Notebooks
- Google Colab
- Kaggle
lora error and bad results
只是替换了原来的lora,结果很差,全是虚影。也报错
lora key not loaded: diffusion_model.blocks.10.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.10.diff_m
lora key not loaded: diffusion_model.blocks.11.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.11.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.11.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.11.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.11.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.11.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.11.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.11.diff_m
lora key not loaded: diffusion_model.blocks.12.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.12.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.12.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.12.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.12.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.12.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.12.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.12.diff_m
lora key not loaded: diffusion_model.blocks.13.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.13.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.13.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.13.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.13.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.13.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.13.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.13.diff_m
lora key not loaded: diffusion_model.blocks.14.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.14.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.14.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.14.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.14.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.14.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.14.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.14.diff_m
lora key not loaded: diffusion_model.blocks.15.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.15.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.15.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.15.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.15.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.15.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.15.cross_attn.v_img.lora_up.weight
I added a guide thread, so you can get it up and running.