Mila LoRA - Definitive Edition (DiT / Krea 2 Turbo)

This LoRA has been meticulously developed to the strictest standards of three-dimensional consistency and photorealistic fidelity for the Krea 2 Turbo architecture, leveraging the Qwen3-VL 4B text encoder within ComfyUI. It is a highly versatile, multi-purpose model designed to deliver flawless features in close-ups, medium shots, and full-body shots.

#### Key Features:

* Trigger Word: mila woman or mila young (It is highly recommended to place this exact symbolic phrase at the beginning of the prompt to fully activate the character's facial and anatomical structure.)

* Stable Features: Perfectly symmetrical and refined facial bone structure, thick and natural eyebrows, distinct and well-defined lips, striking light green eyes, and soft, subtle freckles on the bridge of the nose.

* Anatomy and Canvas Flexibility: This LoRA contains no hardcoded resolution or aspect ratio restrictions, allowing it to seamlessly adapt to any custom canvas size or configuration set directly within your UI design. Specifically designed with a natural, well-proportioned adult female physique, featuring delicate, elegant shoulders and a beautifully defined, full bust shape. The skin texture of the lower torso was trained to look natural.

#### Dataset Architecture and Training Process:

The dataset was linearly selected and subtitled to eliminate visual blind spots, bleed-through concepts, and baked-in clothing:

1. 360° Facial Mapping and Expression Diversity: A rigorous sequence of extreme close-ups covering every rotation angle while changing expressions from calm, serious, and sensual to sweet, smiling, and playful kawaii expressions with soft matte cosmetic enhancements to ensure maximum facial flexibility without rigidity.

2. Full Body Rotation (Musubi Tuner): Sequential 360-degree unclothed rotation captures allowed the tuner to perfectly analyze body contours, natural shoulder definitions, joint hinges, and contact shadows in front, profile, and back perspectives.

3. Advanced Dynamic Poses: The inclusion of genuine full-body shots featuring complex flexible poses (including full-body twists, crouching, and puppy poses) with enlarged canvas descriptors ensures complete structural mobility and anatomical stability for advanced compositions.

4. Contrast Armor: To protect the LoRA against a washed-out, flat facial aesthetic or pale skin tone, all images were strictly balanced with dark matte backgrounds and high-density textiles (heavy wool, coarse linen quilts). This necessitated high-contrast edge lighting, chiaroscuro gradients, and ambient occlusion, ensuring rich, matte skin textures full of realistic, fine pores.

#### Recommended ComfyUI Generation Parameters:

* KSampler Settings: 8 to 12 steps | CFG Scale: 1.5 to 2.0 (Avoids color oversaturation and maintains the realism of matte skin without retouching).

* Stimulation Strategy: Works best with linear prose or descriptive narrative layers rather than comma-separated short tag dumps. Avoid adding fixed-size parameters within the text block.