Network model construction method and related equipment

The invention discloses a network model construction method and related equipment. The method comprises the following steps: acquiring a reference sample required for constructing a network model; performing sample selection processing on a plurality of samples in a sample library through a preset selection network model to obtain a plurality of target samples which are screened out from the sample library and are similar to the reference sample; performing sample selection processing on a plurality of expert models in the expert model library through the preset selection network model to obtain a plurality of target expert models screened from the expert model library, wherein the training samples of the target expert models are similar to the reference samples; learning model information of the plurality of target expert models through knowledge distillation processing to obtain a fused expert model; and based on the reference sample and the target sample, performing network model training on the fused expe