I used prompt-engineering techniques with Flux2 to generate a synthetic dataset of images that replicate the style found in certain online communities—without using real people’s photos. This ensures the dataset is ethically sourced and avoids any issues related to identifiable individuals. And it worked strikingly well.

It pairs well with ComfyUI-Impact-Pack’s Iterative Upscale nodes to gradually enhance resolution and detail.

Let me know what works well for you, what doesn’t, what would you like to see added, changed, or removed from the model?

If you enjoy the project and want to support future work, tips are always appreciated—they help me stay warm, and sane.

Cheers