Spaces:
No application file
No application file
File size: 663 Bytes
79a132f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
`# 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`
|