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🚀 Speed Up ComfyUI by up to 50%! - The Video (Patreon)

Published:

2025-08-12 21:27:03

Imported:

2026-06

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Content

Hi folks,
in this video, I’ll show you how to get Triton and Sage Attention running in ComfyUI for massive speed gains—up to 50% faster for some workflows. Perfect if you’re working with Wan Video, Flux, or even SDXL.

This video will be paramount when I release my Wan 2.2 Video in a couple of days. Without Sage Attention, you’ll need much longer to generate videos. So consider this as Part I of a 2-Part Wan 2.2 Video Tutorial.

One Click installer for my Patrons:🎁
https://www.patreon.com/posts/edit-31-08-2025-135625892

📌 Links from the video & what they do:

Python 3.12 – Required for running ComfyUI and installing Sage Attention. We use Python 3.12 specifically to ensure compatibility with PyTorch 2.8 and the latest ComfyUI builds.
NVIDIA Drivers – The latest drivers are essential to unlock Triton and Sage Attention performance gains. Older drivers can cause compatibility issues.
Git – Needed to download ComfyUI and related repositories directly from GitHub using the git clone command.
ComfyUI Repo – The core application for building AI image and video workflows. We clone this as the main foundation.
Sage Attention – An optimized attention mechanism that can drastically reduce generation times for both images and videos.
ComfyUI Manager – A handy extension that adds package management and workflow installation tools directly inside ComfyUI.
KJ Nodes – A set of custom nodes for ComfyUI, including models with Sage Attention built in, making integration seamless.

💻 PyTorch 2.8 Install Command (CUDA 12.8):

python -m pip install torch==2.8.0+cu128 torchvision==0.23.0+cu128 torchaudio==2.8.0+cu128 --index-url https://download.pytorch.org/whl/cu128

Files

Previews only

Make ComyUI 50 Percent Faster With Sage Attention - Easiest Guide!

If you’ve ever wished your AI image and video workflows in ComfyUI would run way faster, this is the guide for you. In this video, I’ll walk you through how to install Triton and Sage Attention—two powerful NVIDIA optimizations that can drastically cut render times. We’ll go step-by-step, from getting the right Python version to setting up ComfyUI with all the essentials. Along the way, you’ll learn how to: ✅ Install Triton for faster GPU computations ✅ Add Sage Attention for smarter attention handling ✅ Set up your ComfyUI Manager so it’s ready for any workflow By the end, you’ll have a fully optimized ComfyUI setup ready to crush render times for both images and videos. And yes—if this all sounds too complicated, I’ve even got a one-click installer for my Patreon supporters. 🎯 Whether you’re running Flux, WAN Video, or SDXL, this setup will help you squeeze every drop of performance out of your NVIDIA GPU. Grab my 1 – Click installer Sage Attention installer (Paid offer): https://www.patreon.com/posts/boost-your-by-up-135625892?utm_medium=clipboard_copy&utm_source=copyLink&utm_campaign=postshare_creator&utm_content=join_link You can find all the Important Links from this video on my Patreon: https://www.patreon.com/posts/speed-up-comfyui-136348957 📅 Book Your Personal 1-on-1 Session: 👉 Schedule Here: https://koalendar.com/e/1hr-1-on-1-stable-diffusion 🎁 Free Goodies & Essential Resources: • 🎯 Ultimate Beginner's Guide: https://www.patreon.com/posts/sneak-peek-alert-90799508 • 🛠️ Free Workflow Guide: https://www.patreon.com/posts/get-your-free-99183367 • 🎨 My Exclusive Style Collection: https://www.patreon.com/posts/my-collection-of-87325880 • 🚀 Support & Get Exclusive Content: 👉 Join Patreon Community: https://patreon.com/AIKnowledgeCentral 🎬 Popular Playlists: • 🤖 Invoke AI: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ • ⚡ Flux: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ • 🛠️ Forge: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ • 🎨 ComfyUI: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ • 🖥️ Automatic 1111: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ • 📌 AI Tools: Watch Here: https://www.youtube.com/watch?v=70HTvc-4gek&list=PL8HbYkSF5f9Ggts03f7ttPzFJyFiHgqoJ 🌎Civitai: https://civitai.com/user/AIknowlege2go Chapters 00:00 Intro 00:19 Requirements Install 01:15 Install Comfy UI + Sage Attention 06:49 Wan 2.2 Video Demonstration 09:22 Use it in Image models