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