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

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    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