README.md

Fine-tuning CPT for NER

Requirement

To run NER code, please install the newest version of fastNLP on github.

pip install git+https://github.com/fastnlp/fastNLP

Dataset

• CLUENER can be found HERE.
• MSRA can be downloaded by fastNLP automatically.
• OntoNotes can be downloaded HERE.

Train and Evaluate

The example running scripts for training CPT on MSRA dataset are as follows.

python -m torch.distributed.launch --nproc_per_node 1 --nnodes 1 \
    train_msra.py \
    --ptm_name fnlp/cpt-base \
    --dataset '' \
    --use_decoder 0 \
    --batch_size 16 \
    --update_every 1