Supercharge AI: Multi-GPU Magic in Promptus Studio Comfy

Today, I’m thrilled to share how our Promptus Studio Comfy platform leverages multi-GPU acceleration to dramatically speed up your AI image and video workflows. 🎉

🧩 The Challenge of Growing Model Complexity

AI models for image and video generation keep improving in quality—and with that comes greater computational demand. High-resolution outputs or complex effects can lead to long wait times, hampering creative flow. Our goal: reduce these delays so creators can iterate faster and tackle more ambitious projects without frustration.

⚡ How Multi-GPU Acceleration Works

Thanks to collaboration with experts like Jedrzej Kosinski (Kosinka Inc), we’ve integrated multi-GPU work units into Promptus Studio Comfy. The concept is simple for users: add a single “multi-GPU” node in your visual workflow, and the system automatically distributes processing across available GPUs.

• Text-to-video example: A task taking 49 seconds on one RTX 4090 drops to 25 seconds with two GPUs.
• Batched image sampling: Reduced from 27 seconds to 14 seconds when using multiple GPUs.

This near-linear scaling effectively doubles productivity when you add a second GPU—meaning faster iterations or more projects completed in the same time.

💡 Real-World Benefits

Multi-GPU acceleration democratizes high-end AI capabilities:

1. Faster Iteration Cycles
   Test more variations and refine concepts quickly.
2. Enabling Complex Projects
   Workflows once too time-consuming now become practical.
3. Higher-Resolution Outputs
   Generate top-quality images and videos without prohibitive wait times.
4. Better Resource Utilization
   Leverage all your GPUs to their fullest potential.

This feature works well with workflows involving multiple conditionings and integrates smoothly with components like ControlNets, IP Adapter, and Animate Diff Evolved. While simpler tasks may see less gain, most creative pipelines benefit significantly.

Joining the Promptus Community 🌐

We’re dedicated to making Promptus Studio Comfy the most efficient AI creation platform. To experience multi-GPU acceleration:

• Sign up at promptus.ai
• Choose Promptus Web for browser-based access or Promptus App for powerful local installations.

As we roll out this feature, your feedback is invaluable—tell us how it accelerates your workflows so we can keep improving.

Looking Ahead 🔮

AI content creation evolves rapidly, and we aim to stay at the forefront. Multi-GPU acceleration is one step toward removing technical and resource barriers. Creativity shouldn’t be limited by hardware or wait times.

Whether you have multiple high-end GPUs or modest setups, Promptus Studio Comfy adapts to deliver the best experience for your projects.

I can’t wait to see what you create with these new capabilities. We’re here to support your creative journey every step of the way—faster, smoother, and more powerful than ever. 🌟