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
lora key not loaded
It doesn't matter which model I try to load Lora with, it always displays “Lora key not loaded.” I have tried the models that were specified: fp16 with bf16, fp8 with gguf, the WAN video wrapper, and also natively, but the message keeps reappearing. Has anyone found a solution?
I also tested the new models from lightx, and there were several errors there too. Somehow, nothing is working properly, and I would like to know why.
High Noise :
model weight dtype torch.float16, manual cast: None
model_type FLOW
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Low Noise :
model weight dtype torch.float16, manual cast: None
model_type FLOW
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lora key not loaded: diffusion_model.blocks.38.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.38.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.39.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.39.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.39.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.39.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.39.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.39.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.39.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.4.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.4.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.4.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.4.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.4.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.4.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.4.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.5.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.5.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.5.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.5.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.5.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.5.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.5.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.6.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.6.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.6.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.6.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.6.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.6.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.6.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.7.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.7.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.7.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.7.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.7.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.7.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.7.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.8.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.8.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.8.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.8.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.8.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.8.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.8.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.9.cross_attn.k_img.diff_b
lora key not loaded: diffusion_model.blocks.9.cross_attn.k_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.9.cross_attn.k_img.lora_up.weight
lora key not loaded: diffusion_model.blocks.9.cross_attn.norm_k_img.diff
lora key not loaded: diffusion_model.blocks.9.cross_attn.v_img.diff_b
lora key not loaded: diffusion_model.blocks.9.cross_attn.v_img.lora_down.weight
lora key not loaded: diffusion_model.blocks.9.cross_attn.v_img.lora_up.weight
lora key not loaded: diffusion_model.img_emb.proj.0.diff
lora key not loaded: diffusion_model.img_emb.proj.0.diff_b
lora key not loaded: diffusion_model.img_emb.proj.1.diff_b
lora key not loaded: diffusion_model.img_emb.proj.1.lora_down.weight
lora key not loaded: diffusion_model.img_emb.proj.1.lora_up.weight
lora key not loaded: diffusion_model.img_emb.proj.3.diff_b
lora key not loaded: diffusion_model.img_emb.proj.3.lora_down.weight
lora key not loaded: diffusion_model.img_emb.proj.3.lora_up.weight
lora key not loaded: diffusion_model.img_emb.proj.4.diff
lora key not loaded: diffusion_model.img_emb.proj.4.diff_b
The diff_m -keys are for modulation layers, that doesn't seem to matter as there's no change in results even if they are loaded in Comfy by renaming them, so nothing to worry about there.
The img_emb -keys are for the image crossattention that used clip vision embeds in Wan 2.1, since this LoRA is still the old 2.1 LoRA, it will report that those keys can't be applied, as 2.2 models do not have those layers, can be safely ignored.
nevermind
So the LOW lora is still the 2.1 version with their latest updates? They did produce a 2.2 LOW lora for a while, so was that considered not as good?
Will/can the diff_m keys be fixed, even if they don't cause a problem? Would be nice to NOT see them :D