Diffusers 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] 
