Diffusers How to use Jonjew/NijiAnime 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("Jonjew/NijiAnime")
prompt = "Create photographs that blend surreal artificiality with the vibrant, raw humanity of urban life, where calculated structure meets spontaneous chaos. Capture controlled studio portraits juxtaposed against the layered textures of bustling streets, allowing stiff poses to merge with candid gestures. Use harsh, direct lighting to cast sharp contrasts on natural gestures, while incorporating soft, diffused ambient city light to add a tactile, film-like quality with subtle grain. Focus on close-up and full-body shots of isolated figures, such as performers frozen mid-action, their forms framed against dynamic backdrops of stark, minimalist walls interwoven with fractal-like reflections in puddles and glass. Play with depth of field to isolate the subject while allowing controlled, repeating patterns to spiral outward in urban textures. Clashing color palettes collide with harmonious hues, blending neon city lights with muted, studio tones. The result is a fragmented narrative where chaos and order coexist, immersing the viewer in a surreal yet emotionally resonant exploration of fractal design within both natural and controlled environments. Niji style."
image = pipe(prompt).images[0] 
