ComfyUI-Distributed – Parallel and distributed processing across multiple GPUs and machines

https://github.com/robertvoy/ComfyUI-Distributed


Key Features

Parallel Workflow Processing

  • Parallel Generation – Run the same workflow on multiple GPUs simultaneously with different seeds
  • Automatic Load Balancing – Distribute workflow execution across available workers
  • Batch Acceleration – Generate multiple variations faster by using all your GPUs


Distributed Upscaling

  • True Distributed Processing – Split large upscaling tasks into tiles processed across multiple GPUs
  • Tile-based Upscaling – Intelligent work distribution for Ultimate SD Upscale


Management & Monitoring

  • Automatic Worker Management – Launch and monitor workers from the UI
  • Network Support – Use GPUs across different machines on your network
  • Real-time Monitoring – Track worker status and performance from the UI
  • Easy Configuration – JSON-based configuration with UI controls
  • Memory Management – Built-in VRAM clearing