readme: ---
  tags:
  
  #- translation
  
  - text2text-generation
  
  - Guyanese Creole
  
  - Caribbean dialect
  
  license: apache-2.0
  
  ---
  
  # Guyanese English Creole to English Translator 
  This model utilises T5-base pre-trained model. It was fine tuned using a custom dataset for translation of Guyanese English Creole to English. This model will be updated periodically as more data is compiled. For more on the Caribbean English Creoles checkout the library [Caribe](https://pypi.org/project/Caribe/).
  
  
  
  ___
  # Usage with Transformers
  ```python
  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
  tokenizer = AutoTokenizer.from_pretrained("KES/GEC-English")
  model = AutoModelForSeq2SeqLM.from_pretrained("KES/GEC-English")
  text = "Ah waan ah phone"
  inputs = tokenizer("guy:"+text, truncation=True, return_tensors='pt')
  output = model.generate(inputs['input_ids'], num_beams=4, max_length=512, early_stopping=True)
  translation=tokenizer.batch_decode(output, skip_special_tokens=True)
  print("".join(translation)) #translation: I want a phone.
  ```
  ___
  