Skip to content
WorkflowListedExternal
Download

【WAN2.2】KONTEXT to VIDEO — v1.2

Change of execution order between interpolation and upscaling, really independent and better optimized.

Sourcecivitai.com/models/1363672
TaskMultiCapabilitiesImage to image · Text to image · UpscalingFamilyWanVersionRelease 1566569 — WAN2.1 - FACE to VIDEO 1.2.jsonEstimated VRAMNot yet characterizedUnratedgrade

Runtime profile

Access
External workflow
Status
Listed
Version
WAN2.1 - FACE to VIDEO 1.2.json
Source
Civitai
Updated
Nov 3, 2026

Source description

Bugfix : upscaling node

Add :

LoRA,

Change of execution order between interpolation and upscaling, really independent and better optimized.

What you need

Model files
21.1 GiB known subtotal

Remaining hardware or download-size estimates are not available yet.

Requirements

Models

13

  • 4x_foolhardy_Remacri.pth

    Found

    Upscaler · 63.9 MB · PTH · Unknown

  • ae.safetensors

    File specified

    VAE · 878 MB · Hugging Face · UmeAiRT/ComfyUI-Auto_installer

  • clip_vision_h.safetensors

    Not resolved

    Clip Vision · Unknown

  • flux1-dev-Q4_K_S.gguf

    Found

    Diffusion model · 6.34 GB · GGUF · Unknown

  • pulid_flux_v0.9.0.safetensors

    Not resolved

    Checkpoint · Unknown

  • rife47.pth

    Repository matched

    Checkpoint · Unknown

  • t5-v1_1-xxl-encoder-Q3_K_L.gguf

    Not resolved

    Text encoder · Unknown

  • Ume_sky_v3.safetensors

    Not resolvedOptional

    LoRA · Unknown

  • umt5_xxl_fp8_e4m3fn_scaled.safetensors

    Found

    Text encoder · 6.27 GB · SAFETENSORS · U8 + FP16 + FP32 + FP8 (tensor header) · Hugging Face · Comfy-Org/Wan_2.1_ComfyUI_repackaged

  • Unresolved model selection: PulidFluxEvaClipLoader

    Not resolved

    Text encoder · Unknown

  • ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors

    Not resolved

    Text encoder · Hugging Face · UmeAiRT/ComfyUI-Auto_installer

  • wan_2.1_vae.safetensors

    Found

    VAE · 242 MB · SAFETENSORS · BF16 (tensor header) · Hugging Face · Comfy-Org/Wan_2.1_ComfyUI_repackaged

  • wan2.1-i2v-14b-480p-Q3_K_S.gguf

    Found

    Diffusion model · 7.38 GB · GGUF · Unknown

Node packs

14

  • comfyui_pulid_flux_ll

    Found

    Node pack · Registry

  • comfyui-custom-scripts

    Found

    Node pack · Registry

  • comfyui-easy-use

    Found

    Node pack · Registry

  • comfyui-frame-interpolation

    Found

    Node pack · Registry

  • comfyui-gguf

    Found

    Node pack · GitHub · city96/ComfyUI-GGUF

  • comfyui-impact-pack

    Found

    Node pack · GitHub · ltdrdata/ComfyUI-Impact-Pack

  • comfyui-kjnodes

    Found

    Node pack · GitHub · kijai/ComfyUI-KJNodes

  • comfyui-mxtoolkit

    Found

    Node pack · Registry

  • comfyui-videohelpersuite

    Found

    Node pack · Registry

  • Fast Bypasser (rgthree)

    Not resolved

    Node pack · Unknown

  • Fast Groups Bypasser (rgthree)

    Not resolved

    Node pack · Unknown

  • kijai/ComfyUI-KJNodes

    Found

    Node pack · GitHub · kijai/ComfyUI-KJNodes

  • mxSlider2D

    Found

    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 【WAN2.2】KONTEXT to VIDEO — v1.2 in ComfyUI to create an image from a text prompt or photo, turn that image into a video, and optionally upscale the image. Its inputs are text prompts or images, and its outputs are images, videos, and optionally upscaled images.

Flow

  • It can generate an initial image with FLUX kontext and then create a video from that image, including by animating a person in a photo.

  • In v1.2, interpolation and upscaling are described as independent, and their execution order has changed.

Inputs and outputs

  • Generated images include all generation parameters in their metadata.

Setup

  • In ComfyUI, turn on Use Nodes V2 (Vue), refresh the page, and then load the workflow; the instructions warn of possible display problems otherwise.

  • Install ComfyUI-UmeAiRT-Toolkit through ComfyUI Manager by searching “UmeAiRT,” or use the UmeAiRT Auto-Installer.

Dependencies

  • Listed model files include 4x_foolhardy_Remacri.pth, ae.safetensors, clip_vision_h.safetensors, flux1-dev-Q4_K_S.gguf, pulid_flux_v0.9.0.safetensors, and rife47.pth.

  • Other listed model files include t5-v1_1-xxl-encoder-Q3_K_L.gguf, umt5_xxl_fp8_e4m3fn_scaled.safetensors, ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors, wan2.1-i2v-14b-480p-Q3_K_S.gguf, and wan_2.1_vae.safetensors.

  • Listed node packs include comfyui-gguf, comfyui-impact-pack, comfyui-kjnodes, comfyui-mxtoolkit, comfyui-videohelpersuite, rgthree-comfy, comfyui-custom-scripts, comfyui-frame-interpolation, comfyui_pulid_flux_ll, and comfyui-easy-use.

Configuration

  • The built-in SeedVR2 upscaler provides tiled upscaling and can be toggled on or off.

  • Six LoRA slots have individual on/off toggles and strength controls, and additional LoRA modules can be connected.

  • The auto version can download models automatically.

Cautions

  • Before loading, verify that the listed model files and node packs are installed in your ComfyUI setup and that their names match.

    Suggestion · not verified

  • Before using or sharing it, check that the title, version, and source page are the ones you intend, and check usage rights because no license is listed.

    Suggestion · not verified

Does this need to be edited?

Sign in to send an edit request.

Sources

1 source
CivitaiPrimaryVersion 1566569
civitai.com/models/1363672

Verified Nov 3

Workflow instructions

Author notes from WAN2.1 - FACE to VIDEO 1.2.json · selected release

UmeAiRT WAN - Face to Video You can read a guide to use this here : https://civitai.com/articles/12636 v1.2

Download files

Model artifacts

2 artifacts

WAN22KONTEXTToVIDEO_v12.zip

zip · 10.3 KB · SHA-256 01a39ecccab5…a8a4 · Civitai

Download file

WAN2.1 - FACE to VIDEO 1.2.json

json · 84.4 KB · SHA-256 847fa3884011…e9b7

Download file

Source excerpts

3 excerpts
NoteNov 3civitai.com/models/1363672

Source context: 9037 downloads · Type Workflows · Base model Wan Video

NoteOct 2civitai.com/models/1363672

Source context: 8894 downloads · Type Workflows · Base model Wan Video

NoteJul 29civitai.com/models/1363672

Source context: 8646 downloads · Type Workflows · Base model Wan Video