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

[I FORGOT TO ADD A WHITE BG TO THE CAPTIONS SHOWCASING THE WORKFLOWS]

2 Steps High Lora 2 Steps Low Lora / 4 Steps High Lora 4 Steps Low Lora
2 Steps High 2 Steps High Lora 2 Steps Low Lora / 4 Steps High 4 Steps Low

Simple Workflow I've put together, heavily modified upon the Smooth Workflow by Digital Pastel

Due to that, it's very easy to pick it up and modify
**
Works on my 12GB RTX 3080Ti with 32GB of Ram, at 6/9 it takes 200-400 seconds to generate a 5-sec 16fps 480p > upscaled to 960p 32fps video**

I've found the sweetspot for quality/speed to be at 9 steps on 480p.
Due to the use of 3 Samplers, without lora and with loras, you can generate videos with lots of motion and details while keeping the generation time low.

I'll try and put out a list of models I use/recommend on the workflow with their respective links. For now here's a list:

• Wan2.2 I2V 14B High/Low Q4 K M . GGUF

• LIGHT2X 4 Steps Lora High/Low . Safetensors

• UMT5 XXL Fp8 E4MN3F Scaled . Safetensors

• Wan 2.1 VAE . Safetensors

• RealESRGAN 2X Plus . PTH

• Sageattention (recommended)

It can generate NSFW but I won't test for it