TeluguTranslatica / inference.py
hima06varshini's picture
Upload 7 files
9e1f23b verified
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
# Load model and tokenizer
model_name = "hima06varshini/english-to-telugu-translation"
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
def translate(text):
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
# Example usage
text = "Hello, how are you?"
translation = translate(text)
print("Translated text:", translation)