# Import necessary libraries from stable_diffusion import StableDiffusionPipelin

# Import necessary libraries from stable_diffusion import StableDiffusionPipeline import torch from PIL import Image # Configure Stable Diffusion pipe = StableDiffusionPipeline.from_pretrained("stable-diffusion-v1-4") # Define the prompt prompt = ( "Elegant, surreal scene set in a Spanish office: A woman in a disheveled, oversized white men's shirt, one shoulder exposed, barefoot, and with a Bitcoin hairpin in her braid, plays bowling with a ball featuring the Bitcoin symbol. Her narrow lips and large nose are highlighted by the warm lighting. Spilled milk on the desk and remnants on her lips add to the casual atmosphere. The office, infused with Spanish architectural elements, creates a relaxed, whimsical mood." ) # Configuration settings clip_guidance_scale = 15 # Strong adherence to the prompt hr_scale = 3.0 # High-resolution scaling for detailed textures hr_upscaler = "R-ESRGAN" # High-quality upscaling latent_shift = torch.randn(1, 4, 64, 64) * 0.02 # Subtle latent space adjustments prompt_weighting = ( "Woman in white shirt, Bitcoin hairpin::2.0 | Playing bowling with Bitcoin ball::1.8 | Disheveled appearance, nipples visible::1.7 | Spanish office setting with spilled milk::1.9" ) # Weight for enhancing key elements cross_attention_strength = 1.0 # Strong focus on character and setting symmetry = "none" # No symmetry, natural composition symmetry_loss_weight = 0.1 # Minimal impact of symmetry color_match_strength = 0.9 # Harmonious blending of warm tones perlin_noise_scale = 0.05 # Low Perlin noise for smooth textures fractal_noise = False # Disable fractal noise depth_map = None # No depth map needed parallax_effect = False # No parallax effect # Generate the image image = pipe( prompt=prompt_weighting, clip_guidance_scale=clip_guidance_scale, hr_scale=hr_scale, hr_upscaler=hr_upscaler, latent_shift=latent_shift, cross_attention_strength=cross_attention_strength, symmetry=symmetry, symmetry_loss_weight=