Wan2.2
Overview
Open-source video generation model family (5B/14B) for text/image/video-to-video, delivering 1080p clips with improved motion and control.
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Wan2.2 is an open-weights family of large-scale video generative models released by the Wan-Video team as the successor to Wan2.1. It introduces expanded training data and architecture upgrades, offering multiple variants for text-to-video, image-to-video, video-to-video, and even speech-to-video generation. The models produce cinematic, higher-resolution clips with stronger temporal consistency and motion control, and are available under an Apache-2.0 license with runnable repos and Hugging Face checkpoints.
Autonomy level
6%
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Some of the use cases of Wan2.2:
- Generating short cinematic videos directly from text prompts.
- Animating a single image into motion with image-to-video workflows.
- Converting/reference-editing existing video with video-to-video.
- Building ComfyUI or custom pipelines for creative production.
- Researching large video diffusion/MoE techniques with open weights.
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Popularity level: 78%
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Wan2.2 Video:
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