SingularUnity Super Simple Workflows - Wan I2V 60FPS + Upscale / Hunyuan V2V 48FPS + Upscale.

v3.2 - Wan2.1 60 FPS
SingularUnity
6 months ago

March 27, Update: V3.2

Small changes to the Torch Compile and Tea Cache for more dynamic outputs using my Lora's.

Workflow is suitable for a 24GB card using the 14B models and a 12GB card using the 1.3B model.

Updates:

***Error within the naming of outputs corrected.

Uploaded a very simple and straightforward Wan I2V workflow. The workflow includes an upscaler with frame interpolation to bring your videos to a cool and smooth 60FPS. No BS just a simple addition. Original WanI2V is based on the workflow example of the amazing work from Kijai linked here: https://github.com/kijai/ComfyUI-WanVideoWrapper/tree/main/example_workflows.

Additionally, I've left the annotations within.


Prev Updates:

Compatible with 12GB memory cards. Tested using a 3060 RTX 12GB using this workflow can comfortably go up to 85 frames. 97 Frames is pushing the absolute limits will take about an hour to generate.




Due to demand this workflow is a small improvement to the Super Simple HV2V for those who don't do postprocessing outside of Comfyui.

Designed for use with Hunyuan Video and trained Lora models, it can upscale videos to true 60 FPS. It combines detailed notes on denoising strength, step optimization, aspect ratio adjustments, frame interpolation, and upscaling to create high-quality, smooth videos.

Order matters:

Generate → Upscale → Interpolate. Upscaling first preserves detail for interpolation.

Adjust parameters based on your Lora’s behavior and hardware limits.

Read more...
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Info

Base model: Wan Video

Version v3.2 - Wan2.1 60 FPS: 1 File

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About this version: v3.2 - Wan2.1 60 FPS

Small modifications to the teacache and torch compile for more dynamic shifts between frames

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