Wan Video

Better visual quality with sharper detail, stronger photorealism, and improved color accuracy. Better audio generation with more natural and better-synced sound. Better motion dynamics with smoother movement and stronger temporal consistency. Better consistency for characters, scenes, and objects, including harder multi-shot videos. New creation controls like first-frame plus last-frame generation, 9-grid image-to-video, subject plus voice reference, instruction-based editing, and video recreation. 0 0

Supports up to 15-second 1080p HD video generation, enabling richer stories, commercials, ads, and cinematic clips beyond earlier short bursts.  Adds video reference support, allowing users to upload a short video snippet to replicate a specific character’s appearance and voice for new scenes.  Introduces multi-shot narrative generation, where the model maintains coherence across multiple scenes in a single video, intelligently segmenting shots based on prompt structure.  Significantly improved audio synchronization with stable multi-person dialogue and natural voice characteristics, supporting richer soundscapes and narration.  First model in the series with role-playing capabilities, enabling creators to appear in AI-generated videos with preserved identity and consistent visuals and voice attributes.  Supports text-to-video, image-to-video, and reference-driven generative workflows, offering broader flexibility for storytelling and creative production.  Designed for social media creators, marketers, educators, and filmmakers, with output suited for campaign videos, narrative storytelling, and dynamic content.  6 0

Higher resolution support: Generates videos in 480p, 720p, and 1080p One-pass audio-video synchronization: Creates fully synchronized videos with audio, voiceover, and lip-sync from a single prompt—no separate recording needed Extended duration: Supports up to 10 seconds of video (compared to shorter durations in earlier versions) Multiple aspect ratios: Offers 6 different aspect/size options (16:9, 9:16, 1:1) for flexibility Custom audio: Allows you to upload your own audio or let the model generate it Strong multilingual support: Reliably processes Chinese and other languages for A/V-synced videos 2 0

Introduces Mixture-of-Experts (MoE) architecture for scalable performance.  Cinematic visual quality with enriched training data (significantly larger dataset than 2.1).  Improved motion coherency and prompt adherence versus Wan 2.1.  Supports 720p @ 24 fps and hybrid tasks like text-image-to-video (TI2V).  New variants: Animate-14B (character animation), S2V-14B (speech-to-video), TI2V-5B (compact hybrid).  Integration with tools like Diffusers, ComfyUI, ModelScope & Hugging Face. 0 0

Supports text-to-video (T2V) and image-to-video (I2V) generation.  High-definition video generation with improved motion smoothness and temporal consistency.  Designed to run on consumer-grade GPUs (8 GB+ VRAM), making video generation more accessible.  Advanced spatio-temporal VAE architecture for efficient encoding/decoding.  Natural language generation support (e.g., bilingual text in frames) and expanded modality handling (video editing). 0 0

Initial release of Wan Video.