Nodes/toobusy/toobusy Load CLIP
ComfyUI Node

toobusy Load CLIP

Loads safetensors / .gguf text encoders and grows the model to fit added-token fine-tunes (no token loss). For an LLM prompt enhancer (-> Text Generate): the encoder must be a GENERATION-capable family. ComfyUI auto-detects the architecture from the file, and only Gemma-family encoders expose generate(). A Llama checkpoint (Dolphin etc.) LOADS but routes to an encode-only wrapper with no generate(), so Text Generate fails. Use a Gemma 3 (4B/12B/27B) encoder — e.g. an abliterated GGUF for uncensored prompt expansion. The `type` dropdown is ignored for LLM files (architecture wins).

By nicekriss·Created about a year ago·Updated 6 days ago· 9
toobusy Load CLIP
    • clip
    clip_name
    typelumina2
    fit_model_to_filetrue
    device
    Categorytoobusy/Make

    Inputs (4)

    NameTypeDefaultDescription
    clip_nameCOMBOText encoder file (safetensors or .gguf). Both folders are merged here. For an LLM prompt enhancer (Text Generate), use a Gemma-family encoder — Llama/Dolphin loads but can't generate.
    typeCOMBOlumina2Text-encoder architecture (same list as the core CLIPLoader). Ignored for LLM files — ComfyUI auto-detects from the checkpoint.
    fit_model_to_fileoptBOOLEANtrueGrow the model's embedding to the checkpoint's vocab so an added-token LLM (e.g. Dolphin: 128258 vs 128256) loads with every token kept. Off = behave like the normal loader.
    deviceoptCOMBO2 options: default, cpu

    Outputs (1)

    NameTypeDescription
    clipCLIP