ComfyUI Node: DiffControlNetLoaderDisTorch2MultiGPU

Authored by pollockjj

Created

Updated

417 stars

Category

multigpu/distorch_2

Inputs

model MODEL
control_net_name
    compute_device
    • cpu
    • cuda:0
    virtual_vram_gb FLOAT
    donor_device
    • cpu
    • cuda:0
    expert_mode_allocations STRING

    Outputs

    CONTROL_NET

    Extension: ComfyUI-MultiGPU

    This extension adds CUDA device selection to supported loader nodes in ComfyUI. By monkey-patching ComfyUI’s memory management, each model component (like UNet, Clip, or VAE) can be loaded on a specific GPU. Examples included are multi-GPU workflows for SDXL, FLUX, LTXVideo, and Hunyuan Video for both standard and GGUF loader nodes.

    Authored by pollockjj

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