Efficient INT8 Inference of Small NLP Models on Server CPUs with PyTorch Native Stack

Weiwen Xia, Yuxin Cui, E Cao

Small NLP models, especially BERT-family encoders, remain important in industrial workloads such as classification, ranking, and retrieval even in the era of large language models.…