Vani — a consistent young South Asian / Indian female character LoRA for Flux1‑D.Trained on 50 captioned reference photos with:• Trainer: ostris/flux-dev-lora-trainer• Steps: 2000• LoRA rank: 32• Learning rate: 4e-4• Optimizer: adamw8bit• Batch size: 1• Resolutions: 512, 768, 1024• Caption dropout: 0.05• Final loss: ~0.30 (clean convergence)Trigger word: ananyaRecommended settings:• Base: Flux.1 D• CFG: 3.5• Steps: 28• LoRA strength: 1.0• Sampler: EulerGood at: consistent identity across studio portraits, casual outdoor shots, indoor candids, close-ups, and lifestyle photography.Not intended for: extreme stylization or non-photorealistic outputs.

Vani — South Asian Female (Flux1 D)

v2.0 — retrained on 50-photo dataset with framing-balanced captions (close-up / headshot / half-body / full-body). Improved identity consistency, sharper facial features.

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