readme: ---
  language:
  - en
  - vi
  
  tags:
  - translation
  
  license: apache-2.0
  ---
  
  # MarianMT exported to the ONNX format
  
  ## Install Optimum
  ```bash
  pip install optimum
  ```
  
  ## Usage example
  
  ```python
  from transformers import AutoTokenizer
  from optimum.onnxruntime import ORTModelForSeq2SeqLM
  tokenizer = AutoTokenizer.from_pretrained("icon-it-tdtu/mt-en-vi-optimum")
  model = ORTModelForSeq2SeqLM.from_pretrained("icon-it-tdtu/mt-en-vi-optimum")
  
  text = "I am a student."
  inputs = tokenizer(text, return_tensors='pt')
  outputs = model.generate(**inputs)
  result = tokenizer.decode(outputs[0], skip_special_tokens=True)
  print(result)
  # Tôi là một sinh viên.
  ```