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WAN2.2 for Everyone: 8 GB-Friendly ComfyUI Workflows with SageAttention

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Updated: Aug 21, 2025

base modelworkflowvideoi2vt2v

Type

Workflows

Stats

603

0

Reviews

Published

Aug 15, 2025

Base Model

Wan Video 2.2 T2V-A14B

Hash

AutoV2
B11023984F
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Akalabeth's Avatar

Akalabeth

This is a simple workflow for the WAN2.2_T2V_14b and WAN2.2_I2V_14b models, perfect for beginners. Essentially, it’s just a basic workflow that I’ve only slightly modified.

Key features: it works with SageAttention (which roughly doubles generation speed) and is friendly to systems with limited VRAM — it can run even on 8 GB graphics cards. Generating a 5‑second clip at 480×720 resolution takes around 5 minutes, while a 2‑second clip takes about 2 minutes. Hopefully, someone will find this helpful.

When setting up your project, locate the EmptyHunyuanLatentVideo or WanImageToVideo node and adjust the length parameter: - Set it to 33 for a 2‑second video - Set it to 81 for a 5‑second video.

A great step-by-step guide on installing Triton and SageAttention for ComfyUI Portable can be found here. It’s a straightforward set of clear, easy-to-follow instructions.

There’s also an excellent beginner-friendly prompting guide from the Civitai team here.

If you’re looking for the LoRA Lightx2v, you can find it here.

Kijai’s models are available here.

Wishing you creativity, inspiration, and happy generating!