Nodes/Krea-2-SVDQuant-ComfyUI/Krea2 SVDQuant Checkpoint Loader
ComfyUI Node

Krea2 SVDQuant Checkpoint Loader

Loads an all-in-one Krea2 checkpoint containing diffusion model, text encoder, and VAE in a single file. Attaches low-rank SVDQuant branches if present.

By alperktt·Created about a month ago·Updated 5 days ago· 11
Krea2 SVDQuant Checkpoint Loader
    • model
    • clip
    • vae
    • status
    ckpt_name
    vram_managementauto
    CategoryKrea2/SVDQuant

    Inputs (2)

    NameTypeDefaultDescription
    ckpt_nameCOMBOAn all-in-one Krea2 checkpoint containing diffusion model, quantized text encoder, and VAE. If it carries SVDQuant branches (*.svdq_l1/*.svdq_l2), they will be attached automatically.
    vram_managementoptCOMBOautoLeave on "auto" unless something is wrong. "auto" lets ComfyUI manage this model the way it manages any other, which on an ordinary launch means the dynamic-VRAM streaming patcher -- that is what keeps iteration time flat once the model stops fitting in VRAM. "classic" pins it to the older patcher, where a model that no longer fits falls back to streaming weights per module per step and an iteration goes from ~1 s to 30-100 s. KREA2_DISABLE_DYNAMIC=1 forces classic for a whole server run.

    Outputs (4)

    NameTypeDescription
    modelMODELWire this to a KSampler.
    clipCLIPWire this to CLIPTextEncode.
    vaeVAEWire this to VAEDecode.
    statusSTRINGRank, variant, size and which kernel the quantized layers will actually dispatch to.