my-translator-app / translate.py
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`# This file contains the translation logic`
`import torch`
`from transformers import AutoModelForSeq2SeqLM, AutoTokenizer`
`def translate_text(text):`
` model_name = "t5-small"`
` tokenizer = AutoTokenizer.from_pretrained(model_name)`
` model = AutoModelForSeq2SeqLM.from_pretrained(model_name)`
` inputs = tokenizer.encode_plus(text,`
` add_special_tokens=True,`
` max_length=512,`
` return_attention_mask=True,`
` return_tensors='pt',`
` truncation=True,`
` )`
` outputs = model.generate(**inputs)`
` translated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)`
` return translated_text`