codeswitch-spaeng-lid-lince

This is a pretrained model for language identification of spanish-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 codeswitch.codeswitch import LanguageIdentification
lid = LanguageIdentification('spa-eng') 
text = "" # your code-mixed sentence 
result = lid.identify(text)
print(result)
  • Method-2

from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline

tokenizer = AutoTokenizer.from_pretrained("sagorsarker/codeswitch-spaeng-lid-lince")

model = AutoModelForTokenClassification.from_pretrained("sagorsarker/codeswitch-spaeng-lid-lince")
lid_model = pipeline('ner', model=model, tokenizer=tokenizer)

lid_model("put any spanish english code-mixed sentence")
Downloads last month
32
Safetensors
Model size
178M params
Tensor type
I64
·
F32
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Dataset used to train sagorsarker/codeswitch-spaeng-lid-lince