Nodes/Parametric Studio/PSN Smart Model Loader
ComfyUI Node

PSN Smart Model Loader

Unified Model Loader for PS Backend. Selects between .safetensors and .gguf checkpoints based on available VRAM to simplify backend graph generation and optimize memory usage. This is a pure-logic implementation: it validates inputs and produces a loading plan (JSON string) rather than actually loading models.

By parametricparadigm·Created 4 days ago·Updated about 3 hours ago· 1
PSN Smart Model Loader
    • loading_plan
    ◄model_pathmodel.safetensors►
    ◄min_vram_mb4096►
    ◄quantization_type▾►
    ◄vram_mb8192►
    CategoryParametric/Models

    Inputs (4)

    NameTypeDefaultDescription
    model_pathSTRINGmodel.safetensorsModel path. Default model.safetensors.
    min_vram_mbINT40960–1000000Min vram mb. From 0 to 1e+06. Default 4096.
    quantization_typeCOMBOQuantization type. One of 4 choices.
    vram_mboptINT81920–1000000Vram mb. From 0 to 1e+06. Default 8192.

    Outputs (1)

    NameTypeDescription
    loading_planSTRING—