Preview for Wan2.2 Image-to-Video (14B)
Wan2.2 Image-to-Video (14B) workflow diagram

Run this workflow on InstaSD

Get started in minutes! Run this ComfyUI workflow online - no setup required.

Description

Wan 2.2-I2V-A14B is Wan.AIโ€™s premier 14-billion-parameter image-to-video model, built on the same advanced Mixture-of-Experts (MoE) diffusion architecture as its text-to-video sibling. Designed to breathe motion into still images, it generates smooth, camera-aware 5-second video clips that preserve fine details and artistic intent. With an 83% larger video training dataset and improved motion modeling, Wan 2.2-I2V excels at animating portraits, landscapes, and concept art with cinematic finesse.


๐Ÿš€ Key Strengths

  • High-Fidelity Motion: Renders 720p @ 24fps, with realistic camera movements and temporal coherence.
  • Prompt-Free Control: No need for textโ€”just upload an image and generate dynamic motion automatically.
  • Artistic Preservation: Maintains lighting, style, and composition of the source image.
  • Open-Source & ComfyUI-Ready: Seamless integration into creative pipelines, APIs, or local workflows.

๐ŸŽฏ Use Cases

  • ๐Ÿ–ผ๏ธ Motion Posters & Key Art โ€“ Turn static promos into attention-grabbing short videos.
  • ๐Ÿ‘ฉโ€๐ŸŽค Portrait Animation โ€“ Add subtle movements, eye shifts, or camera pans to character art.
  • ๐ŸŒ„ Environmental Scouting โ€“ Animate landscapes or scenes for concept validation.
  • ๐Ÿ“ฑ Social & Ad Content โ€“ Generate quick, stylized clips from brand visuals.
  • ๐Ÿงช AI R&D & Prototyping โ€“ Test visual coherence and animation quality across diverse inputs.

Models

FileDestinationSource
umt5_xxl_fp8_e4m3fn_scaled.safetensors/ComfyUI/models/text_encodersDownload
wan_2.1_vae.safetensors/ComfyUI/models/vaeDownload
wan2.2_i2v_high_noise_14B_fp16.safetensors/ComfyUI/models/diffusion_modelsDownload
wan2.2_i2v_low_noise_14B_fp16.safetensors/ComfyUI/models/diffusion_modelsDownload
maxresdefault.jpg/ComfyUI/inputDownload

Nodes

KSamplerAdvancedVAEDecodeCLIPTextEncodeVAELoaderMarkdownNoteLoadImageCreateVideoModelSamplingSD3CLIPLoaderUNETLoaderPathchSageAttentionKJSaveVideoWanImageToVideo