WorkflowListedExternal

Wan 2.2 Fast Img2Video + Auto-Captioning (Low VRAM Friendly) — v1.0

Initial release of the Wan 2.2 Fast Img2Video workflow.

TaskImage to videoFamilyWanVersionRelease 2698949 — Wan 2.2 Fast Img2Video + Auto-Captioning (Low VRAM Friendly).jsonEstimated VRAMNot yet characterizedBgrade

Runtime profile

Access: External workflow
Status: Listed
Version: Wan 2.2 Fast Img2Video + Auto-Captioning (Low VRAM Friendly).json
Source: Civitai
Updated: Sep 30, 2026

Source description

Initial release of the Wan 2.2 Fast Img2Video workflow.
Integrated WD14 Tagger for automatic image description.
Optimized for 10-step generation (Fast results in ~90 seconds).
Supports both WebP and WebM outputs.
Low VRAM friendly (tested on 5B version).

AI-generated commentary

AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.

Purpose

This ComfyUI workflow turns a starting image and your motion prompt into a 2.5-second video, using automatically generated image tags to guide image-to-video generation.

Flow

WD14 Tagger analyzes your image and generates tags, then the workflow combines those tags with your motion prompt before generating the video.

Inputs and outputs

Upload your starting image in the “Load Image” node.
Enter the movement you want in the “ttN text” node; examples include smiling, wind blowing, or blinking.
The video is saved in WebP and WebM formats.

Setup

Use ComfyUI Manager’s “Install Missing Custom Nodes” option if custom nodes are missing.
Suggestion · not verified

Dependencies

Required node packs: comfyui-custom-scripts, ComfyUI_JPS-Nodes, comfyui_tinyterranodes, and comfyui-wd14-tagger.
Required model files: UNET `wan2.2_ti2v_5B_fp16.safetensors`, VAE `wan2.2_vae.safetensors`, and CLIP `umt5_xxl_fp16.safetensors`.

Configuration

Generation is described as using the Wan Video 2.2 TI2V-5B base model and 10 steps.

Cautions

The listing does not specify a license for this workflow.

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Sources

1 source

CivitaiSourceVersion 2698949

civitai.com/models/2400416

Verified Sep 30

Source excerpts

3 excerpts

NoteSep 30civitai.com/models/2400416

Source context: 748 downloads · Type Workflows · Base model Wan Video 2.2 TI2V-5B