ComfyUI-ModelQuantizer

ControlNetFP8QuantizeNode

ComfyUI node for ControlNet FP8 quantization with advanced features. Supports loading, quantizing, and saving ControlNet models in FP8 format.

Model Quantization/ControlNet · 3 outputs

ControlNetMetadataViewerNode

ComfyUI node for viewing ControlNet model metadata and structure.

Model Quantization/ControlNet · 3 outputs

GGUFQuantizerNode

Compact description unavailable for this node.

Model Quantization/GGUF · 2 outputs

ModelToStateDict

Category: Model Quantization/Utils Function: Extracts state dict from a MODEL object, stripping common prefixes. Inputs: model: The input MODEL object. Outputs: modelstatedict: The extracted state dictionary.

QuantizeFP8Format

Compact description unavailable for this node.

QuantizeModel

Compact description unavailable for this node.

SaveAsSafeTensor

Category: Model Quantization/Save Function: Saves the processed state dictionary to a .safetensors file. Inputs: quantizedmodelstatedict: The state dictionary to save. absolutesavepath: The full path (including filename) where the model will be saved. Outputs: None (Output node).