Files with SHA256: 4b0f27560f882ff2660bd367d9906b9fb6149b49e9e8d435ec477c97f2de241c

ComfyUI-FrameInterpolation

ComfyUI-KJNodes

ComfyUI-Easy-Use

ComfyUI-GGUF

ComfyUI-Adaptive Prompts

Update: WAN 2.2 Smooth Workflow v5.0 - 04/19/2026

"WAN 2.2 Smooth Workflow v5.0" update: The new version now has a First2LastFrame Workflow. Make sure to fully update your Comfyui and the extensions.

At the time of making the Showcase: Stability Matrix v2.15.7 and ComfyUI v.019.3.
Lightx2v Loras used:
- HIGH with weight 1.0 -> high_noise_lora_rank64_lightx2v_4step_1022.safetensors
- LOW with weight 1.5 - > lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank128_bf16.safetensors
Still uses the same extensions as v4.0 - No need to install more. Make sure ComfyUI, its dependencies and the Extensions are fully updated.
The Showcase is focused on the usage of First2LastFrame since the other workflows are pretty much the same. Added some examples of Loops you can make. I might take a few tries but its possible to make something simple - keep Loops at 5 seconds at most - Wan 2.2 doesn't work very well above that threshold.
Updated Notes: Added mode hyperlinks for some of the Resources and Models Extensions used in the Workflow.
The videos on Showcase used the SmoothMix I2V v.2.

All Extensions for WAN 2.2 Smooth Workflow v5.0:

ComfyUI-NAG

ComfyUI-MTB

rgthree-comfy

ComfyUI-MMAudio

ComfyUI-WanVideoWrapper

ComfyUI-VFI

ComfyUI-KJNodes

ComfyUI-Easy-Use

ComfyUI-GGUF

MMAudio SFW base model

Links for MMAudio usage:

MMAudio NSFW Model (fine-tuned off the base model)

MMAudio VAE (fp16)

MMAudio Synchformer (fp16)

MMAudio CLIP Encoder (fp16)

Put the MMAudio models on ComfyUI/models/mmaudio. Create the folder if it does not exist.

Update: WAN 2.2 Smooth Workflow v4.0 - 03/14/2026

"WAN 2.2 Smooth Workflow v4.0" update: A new version with a new Ksampler method and more functions. Make sure to fully update your Comfyui and the extensions.

NAG: Now uses Normalized Attention Guidance (NAG) in Ksamplers. Check the github page more info. It makes the negative prompt be effective even at CFG 1.0 for improved quality and control.
Adaptive Prompts: You can use Adaptive Prompts when writing your Positive prompt now. Check the github page more info. To check the choices made by the Node just open the Positive Prompt Subgraph.
Updated Notes: Added hyperlinks for all Extensions used in the Workflow. Other notes have been added and updated. There are alot of little notes everywhere. Make sure to read them. ^^
The videos on Showcase used the SmoothMix I2V v.2 and SmoothMix T2v V.3.

All Extensions for WAN 2.2 Smooth Workflow v4.0:

ComfyUI-Adaptive Prompts

ComfyUI-WanVideoWrapper

ComfyUI-VFI

ComfyUI-KJNodes

ComfyUI-Easy-Use

ComfyUI-GGUF

Update: WAN 2.2 Smooth Workflow v3.0 - 19/01/26

"WAN 2.2 Smooth Workflow v3.0" update: Its a big workflow now. Make sure to fully update your Comfyui and the extensions.

All in one: Txt2vid, Img2vid and Audio Options! You can now try adding audio to your videos.
Select your workflow: I tried to make it very simple to change between the Img2vid, Txt2vid and Audio Workflows.
New fps Output: I had to change the video outputs to 25fps to make sure the audio and video are in sync.
Multiple Notes: There are alot of little notes everywhere. Make sure to read them. ^^

Added Extensions:

MMAudio SFW base model

ComfyUI-VFI

It uses MMAudio. So install - ComfyUI-MMAudio Nightly

And its requirements:

MMAudio NSFW Model (fine-tuned off the base model)

MMAudio VAE (fp16)

MMAudio Synchformer (fp16)

MMAudio CLIP Encoder (fp16)

Puts the MMAudio models on ComfyUI/models/mmaudio. Create the folder if it does not exist.

Small Update - 10/16

Small change made to "WAN 2.2 S. Workflow v2.0" and "WAN 2.2 Txt2Video Workflow v2.0" That should allow for a faster VAE Decoding.

Update: WAN 2.2 Txt2Video Workflow v2.0 - 10/08

"WAN 2.2 Txt2Video Workflow v2.0" update: now its SUPER simple and easy to use.

I made it to use with the Smooth Mix Txt2Vid Wan 2.2 Checkpoint! Make sure to try it! ^^

Here are my recommend video setting when using the workflow with SmoothMix Txt2Vid:

Low/Mid end PCs:

Set Steps to "6" on both KSamplers;

KSampler 1 -> end_at_step = "3";

KSampler 2 -> start_at_end = "3".

High end PCs:

Set Steps to "10" on both KSamplers;

KSampler 1 -> end_at_step = "5";

KSampler 2 -> start_at_end = "5".

Update: WAN 2.2 Smooth Workflow v2.0 - 09/29

"WAN 2.2 S. Workflow v2.0" update: now its SUPER simple and easy to use.

I made it to use with the Smooth Mix Wan 2.2 Checkpoint! Make sure to try it! ^^

All the videos on the showcase for WAN 2.2 S. Workflow v2.0 used Smooth Mix Wan 2.2 Checkpoint.
It does not has Florence anymore. Make sure to install and update all necessary extensions listed below. No new extensions where used.

Update: Adv. Workflow - 08/29

"Adv. WAN 2.2 S. Workflow" update: added the Node "Color Match" before 'Video Result' and 'Last Frame' to help with color consistency.

Update: Txt2Vid Workflow

Added a txt2vid workflow. Thanks for vinque for the suggestion. =)

Update: Adv. Workflow + First2Last Frame

Made a few adjustments to the basic workflow for these new version!

Both use the same tools/weights as the basic workflow so no need to install anything new if you can already use the basic one.

Both versions have "Power Loader Node" set for the High and Low Loras.

More Loras usually means more instructions put on the Positive Prompt so Florence2 is disabled by default.

To make a looping animation on First2Last Workflow make sure to set enough time for the AI to process the loop. Try 5 or 6 seconds.

WAN 2.2 SMOOTH WORKFLOW

PLEASE make sure to read everything.

Making a simple Workflow from Wan is tricky. Wan requires are more complicated set up to work. I'm going into this assuming you have read all tutorials necessary to make Wan 2.2 work on your PC as doing that here is unresonable.

WAB 2.2 is still pretty new and there is still alot to test. All images used on the Showcase use the same set of loras, weights and configurations. The only difference was the image used and the Positive Prompt. I tried using realistic, semirealistic and anime style to show that its possible to animated any style you want by using the configuration on this workflow.

So, before we begin, this Worflow uses the following:

Wan2.2_i2v_high_noise_14B and Wan2.2_i2v_low_noise_14B

Use the one that fits your own specs. The one used for the showcase was the "wan2.1-i2v-14b-720p-Q8_0" version.

Kijai/WanVideo_comfy at main

Out of all Loras that increases generation speed this one has given me more consistenty results.

The one used for the showcase was the "Wan21_T2V_14B_lightx2v_cfg_step_distill_lora_rank32" version.

Of course you should test other versions or Loras that speed up generation as well as well.

(WAN General NSFW model - 2.2 HIGH/LOW v0.08a (nightly)

Showout to @CubeyAI for the Loras. Without these making NSFW results was a pain, and we can't have that can we? Make sure to use the latest version of those Loras.

Used extensions:

Comfy_mtb

ComfyUI-Frame-Interpolation