codeswitch-nepeng-lid-lince
This is a pretrained model for language identification of nepali-english code-mixed data used from LinCE.
This model is trained for this below repository.
https://github.com/sagorbrur/codeswitch
To install codeswitch:
pip install codeswitch
Identify Language
- Method-1
from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline
tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-nepeng-lid-lince")
model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-nepeng-lid-lince")
lid_model = pipeline('ner', model=model, tokenizer=tokenizer)
lid_model("put any nepali english code-mixed sentence")
- Method-2
from codeswitch.codeswitch import LanguageIdentification
lid = LanguageIdentification('nep-eng')
text = "" # your code-mixed sentence
result = lid.identify(text)
print(result)