from transformers import pipeline

PRETRAINED = "raynardj/ner-disease-ncbi-bionlp-bc5cdr-pubmed"

ners = pipeline(task="ner",model=PRETRAINED, tokenizer=PRETRAINED)

import pickle as pk

with open('newsave_model', 'wb') as f:

    pk.dump(ners, f)