How to use MATRIX-XMD/Xmd with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro-2.0", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("MATRIX-XMD/Xmd") prompt = "-" image = pipe(prompt).images[0]
Download them in the Files & versions tab.
Base model
