sneha04 commited on
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043b5a4
1 Parent(s): 3f6f432

Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ import torch
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+ from transformers import *
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+ model_name = 'Helsinki-NLP/opus-mt-en-hi'
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+ tokenizer = MarianTokenizer.from_pretrained(model_name)
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+ model = MarianMTModel.from_pretrained(model_name)
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+ device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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+ model.to(device)
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+ def translate_english_to_telugu(text):
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+ inputs = tokenizer(text, return_tensors="pt", truncation=True, padding=True, max_length=512).to(device)
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+ translation = model.generate(**inputs)
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+ translated_text = tokenizer.decode(translation[0], skip_special_tokens=True)
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+ return translated_text
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+ input_text = input('Enter text: ')
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+ translated_text = translate_english_to_telugu(input_text)
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+ print('Hindi translation: ', translated_text)