Wan 2.2 I2V Fast is a multimodal image-to-video generator built for creators who need cinematic visuals, accurate scene fidelity, and fast turnaround. It converts a single image (and optional text prompts) into short video clips with professional aesthetic controls over lighting, color grading, and composition so outputs look polished and film-like. The model supports both image-to-video and text-to-video workflows within a single framework, letting you use reference images to preserve composition while animating motion and scene elements. You can generate complex, smooth motions and multi-object interactions with strong semantic compliance — the model reliably follows scene intent, preserving object relationships and producing coherent results across frames. Wan 2.2 I2V Fast targets practical deployment: it produces 480p and 720p outputs, and includes high-compression designs that reduce memory and storage needs. Thanks to its Mixture-of-Experts (MoE) efficiency, it can deliver high-quality videos with lower runtime cost than comparable large models. For example, an optimized TI2V-5B variant can render a 5-second 720p clip on a single GPU in minutes, making it suitable for rapid prototyping and content pipelines. Ideal use cases include social media and advertising content, digital art and animation, and instructional or educational videos where visual accuracy and motion realism matter. Users will benefit from cinematic presets, fine-grained control over visual style, and the ability to animate still references. Note that achieving the best results may require GPU resources and some experience tuning prompts and reference shots. Overall, Wan 2.2 I2V Fast balances quality, speed, and efficiency to make high-quality image-to-video creation accessible for professional and enthusiast workflows.