Diffusers How to use ameno-tech/Flux.2-Klein-9B-MatchingPose with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-base-9B", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("ameno-tech/Flux.2-Klein-9B-MatchingPose")
prompt = "matchingpose9b — cycle through: face reference → mannequin pose → final output"
image = pipe(prompt).images[0] 
