This repository provides a PyTorch solution for Named Entity Recognition using Google’s pre-trained BERT model. It fine-tunes a BERT transformer on the MSRA Chinese NER dataset, which contains labeled character sequences with BIO tagging for Person, Organization, Location, and Other entity types. The project supports training and evaluation pipelines with configurable hyperparameters for tokenization, learning rate, and model dimensions.