Mengzi provides a suite of pre-trained language models for Chinese NLP tasks. The project focuses on developing lightweight yet effective models by incorporating linguistic information and training acceleration techniques. Models maintain BERT-compatible architectures for easy deployment. The collection includes BERT variants, GPT architecture models, T5-based multi-task models, and distilled versions.