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Why this set exists
Photoreal genital identity needs a tight, consistent corpus: multi-angle stills, lighting variety, surface detail, and real contact frames so the model learns anatomy under deformation — not one flattering pose.
Everything below is the exact reference material used in training. Captions follow the trigger-token style expected by the trainer.
How to use this page
- Thumbs show the full frame (no crop) for audit.
- Click for full resolution + training caption.
- Filters group frames by training role.
- NSFW — creator-owned technical reference only.
Identity angles
Multi-view stills locking shape, proportions, and skin tone.
Detail / macro
Close crops for texture, glans geometry, and fine structure.
Soft state
Non-erect reference so the model is not locked to one stiffness.
Act geometry
Real junction frames for depth, occlusion, and contact learning.
Featured
Representative samples highlighted for pack documentation.
Role