The task of named entity recognition has been widely used in medical text analysis. but there is still the problem of poor transfer ability in practical applications. This work proposes a novel named entity recognition method based on a proposed knowledge distillation framework and Efficient GlobalPointer for Chinese biomedical and clinical data. Specifically. https://spencertifieders.shop/product-category/keryboard/