Dirty-Moss

作者：Sateluco

Dirty MOSS | Photographic Realism

About this version

Dirty-Moss V2 | A Different Approach to Reality

A new journey, a different interpretation of realism. Dirty-Moss V2 is here. First of all, I want to make something clear: V2 is not necessarily better than V1. It's different. Both versions have their own strengths, and both will remain available. The original Dirty-Moss has received an incredible response from the community, and I'm genuinely grateful to everyone who has downloaded it, experimented with it, and shared their creations. My goal has never been to create the most popular model or to chase benchmarks. I've always been interested in pursuing a particular photographic aesthetic, one that feels natural, imperfect, spontaneous, and, above all, believable. Two versions included

• BF16: Full-precision version, preserving the original model's numerical fidelity.

• CONVROT8: Optimized INT8 quantization, significantly reducing memory requirements while maintaining excellent visual quality.

V2 is another step in that personal exploration. What's different in V2? This version introduces several changes to the overall visual character of Dirty-Moss. In my testing, I've noticed improvements in certain areas:

• Naturalness and photographic authenticity: Images can feel less polished and more like actual photographs rather than AI-generated compositions.

• Facial expressions: Some results show more convincing, less artificial expressions.

• Organic imperfections: A different treatment of textures, lighting, and subtle irregularities that contribute to a more believable photographic appearance.

• Overall visual character: A slightly rawer, less idealized aesthetic, particularly noticeable in everyday scenes and portraits.

The philosophy remains the same Dirty-Moss has always been about moving away from the overly polished, excessively perfect aesthetic that often makes AI-generated images instantly recognizable. I'm interested in ordinary moments, imperfect lighting, natural skin, believable environments, and photographs that feel like they could have been taken by a real person with a real camera. Not every image needs to be beautiful. Not every face needs to be perfect. Sometimes the small imperfections are precisely what make an image interesting. V2 brings me a little closer to the aesthetic I've been pursuing. A few notes Dirty-Moss V2 remains a general-purpose model, suitable for portraits, everyday photography, different environments, and a wide variety of subjects. As with V1, I encourage you to experiment with different prompts, compositions, and settings rather than treating any particular configuration as the only correct one. My current preferred settings:

• Width and height: 1152*1440, Of course, you can try many other resolutions; I recommend up to 2024x2024.

• CFG Scale: 2.5

• Steps: 25

• Shift: 5

• The sampling method i use is ER SDE-Simple, but you can try a few more, such as Euler-Beta , you can also experiment

• Parameters for Hires.fix Lanczos, 8 steps, denoise 0.15, upscale by 1.5 CFG 2.5

Finally I'm always interested in seeing what other people create with these models, especially when they take them in directions I hadn't considered. These models are personal experiments in photographic realism that I enjoy sharing with the community. If someone else connects with that aesthetic, that's already more than enough reason to keep creating. Thank you for being part of the journey. Enjoy Dirty-Moss V2.

A different approach to realism Note;Their recipe includes PornMaster_Moss_Realism_slider_V1, merged using a LoRA weight of 1, as well as PornMaster_Moss_Low_Resolution_Slider_V1, merged using a LoRA weight of 0.7. As well as some others Dirty MOSS is my first experimental take on the new MOSS Image model, exploring its potential for natural, believable photographic generation. Rather than chasing overly polished, cinematic aesthetics, Dirty MOSS focuses on something more subtle: making ordinary moments feel genuinely photographed. Its strongest results emerge in everyday situations: casual portraits, spontaneous snapshots, imperfect lighting, lived-in environments, and scenes that feel captured rather than carefully staged. The goal is simple: images that make you wonder whether they were actually photographed. Two versions included

• BF16: Full-precision version, preserving the original model's numerical fidelity.

• CONVROT8: Optimized INT8 quantization, significantly reducing memory requirements while maintaining excellent visual quality.

What to expect

• Natural photographic aesthetics and believable everyday scenes.

• Realistic skin textures, expressions, and environmental details.

• Casual compositions with an authentic, unstaged feeling.

• Strong performance in portraits, lifestyle photography, and ordinary environments.

• A distinctive balance between realism and subtle photographic imperfections.

An early experiment Dirty MOSS is a first exploration of a completely new model architecture, not a finished or extensively refined ecosystem. There is still plenty to discover about MOSS, its strengths, limitations, and potential for future improvements. For now, this release is about exploring what the model already does particularly well: turning the ordinary into something remarkably believable. Experiment, explore, and share your results.

• Width and height: 896*1152 for testing or 1152*1440 for final images

• CFG Scale: 2

• Steps: 25

• The sampling method i use is ER SDE-Simple, but you can try a few more, such as Euler-Beta , you can also experiment

• Parameters for Hires.fix Lanczos, 8 steps, denoise 0.15, upscale by 1.5 CFG 2

Sateluco