Instructions to use Wuli-art/Qwen-Image-2512-Turbo-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Wuli-art/Qwen-Image-2512-Turbo-LoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Qwen/Qwen-Image-2512", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("Wuli-art/Qwen-Image-2512-Turbo-LoRA") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
lora error
Unfortunately, Lora reports an error with the GGUF model:
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_k_proj.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_k_proj.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_q_proj.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_q_proj.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_v_proj.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.add_v_proj.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_add_out.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_add_out.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_k.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_k.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_out.0.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_out.0.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_q.lora_A.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_q.lora_B.weight
lora key not loaded: base_model.model.transformer_blocks.0.attn.to_v.lora_A.weight
Sorry, this turbo lora is not tested on GGUF model for now. Could you try set fused=False when patching this lora and see if it works
The problem is that the key name mapping is incorrect; it points to "base_model.model" instead of "diffusion_model."
I made a patch and I'm testing it; if it works, I'll upload it right away.
Thanks for adding lory for comfyui gguf. Great job!