Wan2.1 T2V 14B American's dodge charger pursuit police car

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Wan2.1 T2V 14B – Ultimate Vehicle Model Pack

Only compatible with Wan2.1 T2V 14Bnot available for 1.3B or i2v.

Welcome to the Wan2.1 T2V 14B vehicle model series – a highly detailed, dynamic, and cinematic set of LoRA/LoCon-compatible models for generating realistic and stylistic video-ready vehicle content using text-to-video (T2V) workflows.

🔧 Key Features:

  • Designed exclusively for Wan2.1 T2V 14B.

  • Optimized for motion consistency, vehicle detailing, and realistic perspective shifts in T2V.

  • Balanced between photorealism and stylized aesthetics for cinematic and game-trailer-style outputs.

  • Developed with enhanced temporal stability for smooth vehicle transitions in animated scenes.



🔍 Notes for Users:

  • All models are designed to preserve vehicle geometry and authenticity during motion.

  • Suitable for storyboards, cinematic AI videos, alternate history scenarios, and creative projects with high realism.

  • Use vehicle-specific prompts for best results (e.g., “4K aerial view of [vehicle], cinematic lighting, dynamic motion, dramatic clouds”).


✅ Requirements:

  • Use with Wan2.1 T2V 14B only.

  • Tested with CausVid, AccVid and MoviiGen LoRAS, and LoRA-enabled video pipelines.

  • Prompt structure:
    "<vehicle type and name>, cinematic, 4K, dynamic angle, moody lighting"


Want more vehicles or variants? Message or follow for future updates!

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