Diffusers How to use ameno-tech/Flux.2-Klein-9B-SmartCharacterSwap with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image
# 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-SmartCharacterSwap")
prompt = "jhuangswap, masterpiece, high-end photography, realistic portrait, matching target lighting, highly detailed skin texture, 8k resolution"
input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")
image = pipe(image=input_image, prompt=prompt).images[0] 
