Low VRAM. No longer waiting. Kijai wrapper included.Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning — you still choose inputs, prompts, and settings.<h3 id="open-preloaded-workflow-on-runcomfy">Open preloaded workflow on RunComfy</h3><a target="_blank" rel="ugc" href="https://www.runcomfy.com/comfyui-workflows/wan-2-2-low-vram-kijai-wrapper-comfyui-video-generation?utm_source=civitai&amp;utm_medium=referral">Open preloaded workflow on RunComfy (browser)</a>Why RunComfy first - Fewer missing-node surprises — run the graph in a managed environment before you mirror it locally. - Quick GPU tryout — useful if your local VRAM or install time is the bottleneck. - Matches the published JSON — the zip follows the same runnable workflow you can open on RunComfy.When downloading for local ComfyUI makes sense — you want full control over models on disk, batch scripting, or offline runs.How to use (local ComfyUI) 1. Load inputs (images/video/audio) in the marked loader nodes. 2. Set prompts, resolution, and seeds; start with a short test run. 3. Export from the Save / Write nodes shown in the graph.Expectations — First run may pull large weights; cloud runs may require a free RunComfy account.<hr /><h3 id="overview">Overview</h3>Wan 2.2 Low VRAM is a memory-efficient ComfyUI workflow based on Kijai's wrapper implementation of the Wan 2.2 video generation model. It features an OpenAI-powered prompt refinement node and a two-stage sampling system (4 steps each for high and low noise). This approach balances quality with performance, enabling smooth video interpolation between frames even on VRAM-constrained setups. Perfect for creators who need efficient video generation without sacrificing quality.<h3 id="notes">Notes</h3>Wan 2.2 Low Vram Kijai Wrapper | ComfyUI Video Generation — see <a target="_blank" rel="ugc" href="https://www.runcomfy.com/comfyui-workflows/wan-2-2-low-vram-kijai-wrapper-comfyui-video-generation?utm_source=civitai&amp;utm_medium=referral">RunComfy page</a> for the latest node requirements.

Wan 2.2 Low Vram Kijai Wrapper | ComfyUI Video Generation

Initial release — Wan2.2-Low-VRAM.

Files with SHA256: 300441c4050cd2ab52dd78bb870852efe44c2a758d95228082b8587028290f8b