Vanya Idol - [Anima DiT]

A high-fidelity character LoRA trained on the Anima DiT architecture, designed with fully decoupled wardrobes and robust outfit flexibility across diverse settings.

💡 Core Features

• Decoupled Identity: Trained on a 50-image balanced dataset featuring 100% unique outfits, preventing clothing or environmental bleed into the facial identity.
• Architecture: Optimized natively for Anima DiT checkpoints with clean, high-frequency facial geometry and versatile multi-aspect ratio support.
• Modular Compatibility: Easily pairs with external clothing, lighting, and texture adapters (such as Cinematic Film Grain) without losing character likeness.

⚙️ Recommended Generation Settings

• LoRA Weight: 0.75 – 0.85 (Recommended baseline: 0.80)
• Trigger Word: Vanya Character
• Resolution: 1024x1024 (Square), 832x1216 (Portrait), or 1216x832 (Landscape)
• Sampling Steps: 30 – 32
• CFG Scale: 4.0 – 4.5
• Sampler: Euler or FlowMatchEuler

🚫 Universal Negative Prompt

(worst quality, low quality:1.4), score_1, score_2, score_3, photorealistic, realistic, bad anatomy, bad hands, missing fingers, extra digits, blurry, cropped, frame, watermark, signature

✨ Universal Positive Base Tag Anchor

masterpiece, best quality, Vanya Character, solo, 1girl,

🎨 Showcase Example Prompts

1. Hard Sci-Fi Orbital Pilot

masterpiece, best quality, Vanya Character, solo, 1girl, cowboy shot, waist up, eye contact, focused confident smirk, seated in cockpit pilot seat, hands resting on flight controls, fitted matte-black and orange armored flight undersuit, reinforced collar, utility harness straps, futuristic starfighter cockpit interior, glowing holographic orange flight telemetry HUD, starfield and planetary curve visible through viewport glass, dramatic cockpit interior lighting, sharp shadows, high-contrast digital illustration

2. Ancient Forest Ranger

masterpiece, best quality, Vanya Character, solo, 1girl, cowboy shot, waist up, eye contact, calm gentle expression, resting against weathered stone marker, fitted hunter-green leather archer doublet, cream linen high-collar undershirt, embossed brass shoulder clasps, ancient redwood forest, overgrown mossy stone ruins, god rays breaking through dense forest canopy, floating pollen motes, soft dappled natural sunlight, depth of field, painterly fantasy illustration

3. 1980s Neon City Pop Arcade

masterpiece, best quality, Vanya Character, solo, 1girl, cowboy shot, waist up, eye contact, playful chewing gum smirk, leaning sideways against arcade machine, oversized vintage 1980s geometric color-blocked windbreaker jacket, teal and purple nylon, white crew-neck tee, dimly lit vintage amusement arcade, glowing cathode-ray tube monitor displays, vibrant neon sign reflections, colorful pixel art screens, retro atmosphere, cinematic grain

📊 Training Details

• Base Architecture: Anima DiT v1.0 (Latent Diffusion Transformer)[cite: 7]
• Compute Infrastructure: Modal Cloud A100 (80GB)[cite: 7]
• Dataset Size: 50 Balanced Frames (30 Portrait, 13 Square, 7 Landscape buckets)[cite: 4, 7, 8]
• Network Dimensions: Rank 32 / Alpha 32
• Optimization Parameters: AdamW-8bit, bfloat16 mixed precision, Learning Rate: 0.00002, 1,500 Total Steps