The Identity:
Melanie Rodrigues (MlnRdrgs) is a fictional character persona developed to test identity consistency and environmental stability in Flux 2. She appears as a woman in her early 20s (approx. 22).

Technical Background:
This is my first attempt at creating a LoRA. It was built from the ground up using a synthetic dataset generated entirely within Flux 2 Klein 9B. No real-world portraits or photographs were used in the training process. Any resemblance to real persons is entirely unintended and coincidental.

Design Goal: Environmental Integrity
The primary focus of this training was to preserve the quality of the base model's environment. This LoRA is designed to avoid "semantic bleed," ensuring that your backgrounds, lighting, and materials (like wood, stone, and fabric) remain as sharp and realistic as your base model intended.

Usage Guide:

• Trigger Word: MlnRdrgs woman

• Recommended Strength: 0.8 (Provides the best balance between identity lock and posing flexibility).

• Aesthetic Note: The model behaves like a "Digital Negative." If the output feels slightly neutral or "flat," a simple Levels adjustment in post-production (Black Point +10) will make the textures pop.

Please feel free to share your results. I’m eager to see how she performs.