Nodes/Parametric Studio/HSWQ Model Loader (Validation & VRAM Estimation)
ComfyUI Node

HSWQ Model Loader (Validation & VRAM Estimation)

Validates HSWQ model loading configuration and estimates VRAM usage. This node does NOT actually load models. It performs: - Validation of model_path, quantization_bit, and device - Estimation of VRAM usage based on model size and bit width - Reports pass/fail with reasons For actual model loading, use the corresponding GPU-enabled node.

By parametricparadigm·Created 4 days ago·Updated about 3 hours ago· 1
HSWQ Model Loader (Validation & VRAM Estimation)
    • valid
    • vram_usage
    • reason
    ◄model_path►
    ◄quantization_bit4►
    ◄devicecuda►
    ◄model_size_gb6.5►
    CategoryParametric/Models

    Inputs (4)

    NameTypeDefaultDescription
    model_pathSTRINGModel path.
    quantization_bitCOMBO4Quantization bit. One of 4 choices. Default 4.
    deviceCOMBOcudaDevice. One of 2 choices. Default cuda.
    model_size_gboptFLOAT6.50–100Model size gb. From 0 to 100. Default 6.5.

    Outputs (3)

    NameTypeDescription
    validBOOLEAN—
    vram_usageFLOAT—
    reasonSTRING—