Diffusers How to use Shreeyut/FHEZ 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.1-dev", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("Shreeyut/FHEZ")
prompt = "A candid full body shot of a young woman standing in a modern minimalist indoor space, wearing a FHEZ maxi dress in brown with black stiletto pumps. She stands with arms gracefully extended to her sides, a black structured shoulder bag resting on her shoulder, surrounded by white walls, light wooden flooring, and decorative ceramic vases placed on black metal furniture, with a light gray area rug adding depth to the scene. The FHEZ dress features thin spaghetti straps and a straight neckline, with distinctive ruching detail along the bodice and waist areas that creates an elegant gathered effect continuing down the sides. The dress's silhouette is form-fitting through the bodice and hips, extending into a straight column shape toward the ankle-length hem, with a semi-sheer overlay material at the lower portion creating a subtle transparency effect. Her black leather pointed-toe stiletto pumps complement the sophisticated look with their sleek finish. The medium-sized black leather shoulder bag with silver hardware is worn on her right shoulder, adding a polished touch to the ensemble. Her blonde wavy hair is styled with a center part, framing her confident expression and subtle pout as she looks directly at the camera. Bright, airy lighting fills the space, creating a sophisticated and elegant atmosphere while highlighting the dress's brown tones and the minimalist surroundings, casting soft, natural shadows that enhance the dress's gathered texture and flowing silhouette."
image = pipe(prompt).images[0] 
