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Wan2.2 I2V Fast And Quality [MORE MOTION + UPSCALE + INTERPOLATION] — v1.0

It was created

Sourcecivitai.com/models/1899038
TaskMultiCapabilitiesImage to image · UpscalingFamilyWanVersionRelease 2149588 — WAN 2.2 I2V Fast And Quality.jsonEstimated VRAM12 GiBUnratedgrade

Runtime profile

Access
External workflow
Status
Listed
Version
WAN 2.2 I2V Fast And Quality.json
Source
Civitai
Updated
Nov 3, 2026

What you need

GPU memory
12 GiB
System memory
32 GiB
Model files
0.1 GiB known subtotal

Requirements

Models

9

  • MiaoshouAI/Florence-2-base-PromptGen-v2.0

    Repository matched

    Vision model · Hugging Face · MiaoshouAI/Florence-2-base-PromptGen-v2.0

  • RealESRGAN_x2plus.pth

    Found

    Upscaler · 64.0 MB · PTH · Unknown

  • rife49.pth

    Found

    Checkpoint · 20.4 MB · PTH · Unknown

  • umt5_xxl_fp8_e4m3fn_scaled.safetensors

    Repository matched

    Text encoder · Unknown

  • wan_2.1_vae.safetensors

    Repository matched

    VAE · Unknown

  • WAN2.2 I2V High 4 Steps.safetensors

    Not resolved

    LoRA · Unknown

  • WAN2.2 I2V High_Q4_K_M.gguf

    Not resolved

    Diffusion model · Unknown

  • WAN2.2 I2V Low_Q4_K_M.gguf

    Not resolved

    Diffusion model · Unknown

  • WAN2.2I2V Low 4 Steps.safetensors

    Not resolved

    LoRA · Unknown

Node packs

15

  • comfy-mtb

    Found

    Node pack · Registry

  • comfyui_memory_cleanup

    FoundOptional

    Node pack · Registry

  • comfyui-dream-video-batches

    Found

    Node pack · Registry

  • comfyui-easy-use

    Found

    Node pack · Registry

  • comfyui-florence2

    Found

    Node pack · GitHub · kijai/ComfyUI-Florence2

  • comfyui-frame-interpolation

    Found

    Node pack · Registry

  • ComfyUI-GGUF

    Possible

    Node pack · Registry

  • ComfyUI-Jjk-Nodes

    Found

    Node pack · Registry

  • comfyui-kjnodes

    Found

    Node pack · Registry

  • comfyui-logicutils

    Found

    Node pack · Registry

  • comfyui-unload-model

    FoundOptional

    Node pack · Registry

  • comfyui-videohelpersuite

    Found

    Node pack · Registry

  • crt-nodes

    Found

    Node pack · Registry

  • Label (rgthree)

    Not resolved

    Node pack · Unknown

  • rgthree-comfy

    Found

    Node pack · Registry

AI-generated commentary

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

Purpose

  • Use this image-to-video workflow to turn an image into a video, then upscale the video and interpolate its frames.

Flow

  • The author describes three samplers and paths with and without LoRA.

Inputs and outputs

  • The author gives an example output of a 5-second, 16 fps, 480p video upscaled to 960p at 32 fps.

Setup

  • The base model is Wan Video 2.2 I2V-A14B.

Dependencies

  • Model files listed for this workflow include MiaoshouAI/Florence-2-base-PromptGen-v2.0, RealESRGAN_x2plus.pth, rife49.pth, umt5_xxl_fp8_e4m3fn_scaled.safetensors, wan_2.1_vae.safetensors, WAN2.2 I2V High_Q4_K_M.gguf, and WAN2.2 I2V Low_Q4_K_M.gguf.

  • Listed node packs include comfy-mtb, comfyui-dream-video-batches, comfyui-easy-use, comfyui-florence2, comfyui-frame-interpolation, ComfyUI-GGUF, ComfyUI-Jjk-Nodes, comfyui-kjnodes, comfyui-logicutils, comfyui-videohelpersuite, crt-nodes, and rgthree-comfy.

Configuration

  • The description lists 2-step and 4-step high/low options, with and without LoRA.

  • The author calls 9 steps at 480p their quality/speed sweet spot and recommends Sageattention.

Cautions

  • The author says NSFW generation is possible but that they have not tested it.

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Sources

1 source
CivitaiPrimaryVersion 2149588
civitai.com/models/1899038

Verified Nov 3

Workflow instructions

Author notes from WAN 2.2 I2V Fast And Quality.json · selected release

I Use The GGUF Q4_K_M on my Rtx 3080Ti with 12GB of Vram and 32GB of Ram

Author notes from WAN 2.2 I2V Fast And Quality.json · selected release

Green is Positve Red Negative Blue are stuff you change sometimes Black are stuff you won't change usually Yellow are "advanced" stuff you can change Purple is for stuff you can bypass

Author notes from WAN 2.2 I2V Fast And Quality.json · selected release

You can Bypass the Upscaler and Interporlation to save ram, or generation time

Author notes from WAN 2.2 I2V Fast And Quality.json · selected release

If you take this last frame and use it as a input youre ensentially extending the video

Author notes from WAN 2.2 I2V Fast And Quality.json · selected release

Models I use:

Download files

Model artifacts

2 artifacts

wan22I2VFastAndQualityMORE_v10.zip

zip · 9.24 KB · SHA-256 88fea0ae5e54…4f5f · Civitai

Download file

WAN 2.2 I2V Fast And Quality.json

json · 50.2 KB · SHA-256 2610bd101022…682d

Download file

Source excerpts

3 excerpts
NoteNov 3civitai.com/models/1899038

Source context: 997 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

NoteOct 2civitai.com/models/1899038

Source context: 971 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B

NoteJul 19civitai.com/models/1899038

Source context: 880 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B