Topic summary

Model distillation

Model distillation

Extracted from the Wikipedia article Knowledge distillation.

Model distillation is not to be confused with model compression, which describes methods to decrease the size of a large model itself, without training a new model. Model compression generally preserves the architecture and the nominal parameter count of the model, while decreasing the bits-per-parameter.