readme: ---
  widget:
  - text: "christmas is celbrated on decembr 25 evry ear"
  
  ---
  
  
  # Spell checker using T5 base transformer
  A simple spell checker built using T5-Base transformer. To use this model 
  
  ```
  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
  
  tokenizer = AutoTokenizer.from_pretrained("Bhuvana/t5-base-spellchecker")
  
  model = AutoModelForSeq2SeqLM.from_pretrained("Bhuvana/t5-base-spellchecker")
  
  
  def correct(inputs):
      input_ids = tokenizer.encode(inputs,return_tensors='pt')
      sample_output = model.generate(
          input_ids,
          do_sample=True,
          max_length=50,
          top_p=0.99,
          num_return_sequences=1
      )
      res = tokenizer.decode(sample_output[0], skip_special_tokens=True)
      return res
  
  
  text = "christmas is celbrated on decembr 25 evry ear"
  
  print(correct(text))
  
  ```
  
  This should print the corrected statement
  ```
  christmas is celebrated on december 25 every year
  ```
  
  You can also type the text under the Hosted inference API and get predictions online. 
  
  
  