This is an XL-DMD model, therefore, it is very important to follow the recommended parameters.

Imperfect Reality: Raw Edition

Is built around the idea that realism isn’t clean. It embraces visual flaws—grain, noise, uneven lighting, and subtle distortions—as essential parts of authenticity rather than defects to .

Instead of polished, hyper-refined outputs, the model leans into a grounded, tactile aesthetic: textures feel worn, environments feel lived-in, and subjects carry natural irregularities. The “Raw Edition” reflects its unfiltered approach—prioritizing atmosphere, mood, and believable imperfection over artificial sharpness.

Key strengths:

• Natural-looking grain and controlled noise

• Gritty, cinematic lighting with imperfect balance

• Organic textures (skin, fabric, surfaces) with subtle flaws

• Strong atmosphere and grounded realism

• Reduced “AI gloss” and over-processed look

It doesn’t try to be flawless. It tries to feel real.

Its very good at Loras and understanding prompts.

• The VAE is BAKED

• Upscaler: Im using 4x-ClearRealityV1 upscale by 1.5 Steps 5 denois 0.3 Hires CFG 1.1,

• Width and height: 8961152 you can also try with 10241344

• CFG Scale: 1.1

• Steps: 8

• The sampling method i use is LCM-Karras you can use LCM-Exponential

This model accepts negative prompts, so for greater realism I recommend:cartoon, illustration, anime, painting, CGI, 3D render, low quality, watermark, logo, label

I truly hope everyone can download it, use it, and share their examples, as this is the only way to continue improving. Greetings to everyone