Fine-tuning bert-base-multilingual-cased on Wikiann dataset for performing NER on Marathi language.

Label list: (0), B-PER (1), I-PER (2), B-ORG (3), I-ORG (4), B-LOC (5), I-LOC (6)

How to use the model:
from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("lakshaywadhwa1993/ner_marathi_bert")

model = AutoModelForTokenClassification.from_pretrained("lakshaywadhwa1993/ner_marathi_bert")

nlp = pipeline("ner", model=model, tokenizer=tokenizer)

example = ["राज्यसभा","निवडणुकांसाठी","मुंबईत","भाजपचे" ,"चिंचवडचे", "आमदार", "लक्ष्मण", "जगताप"] 

results = nlp(example)

results