Diffusers How to use hinablue/Krea2-AsianMix-v3 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("krea/Krea-2-Turbo", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("hinablue/Krea2-AsianMix-v3")
prompt = "A young woman lies supine in shallow, clear ocean water over a sandy seabed. She wears white bikini top and bottoms; her long dark hair fans out underwater, strands floating gently around head. Eyes closed in serene relaxation or sleep; lips slightly parted revealing teeth — peaceful expression visible above waterline. Sunlight filters through rippling surface, casting dappled highlights on skin and sand below; soft shadows accentuate contours of torso & limbs. Water clarity reveals submerged pebbles, seaweed fragments scattered across bottom texture — natural beach environment implied by context. High-angle shot captures full body diagonally framed within composition; shallow depth of field blurs distant background while keeping subject sharply focused. Artistic style leans toward dreamy, ethereal realism with cool-toned color grading emphasizing blues and greens contrast against warm skin tones. Lighting is bright but diffused, suggesting midday sun filtered through gentle waves — no harsh shadows present. Overall mood: tranquil solitude immersed in natures embrace, evoking summer serenity and vulnerability to environment."
image = pipe(prompt).images[0] 
