readme: # ByT5 Dutch OCR Correction 
  
  This model is a finetuned byT5 model that corrects OCR mistakes found in dutch sentences. The [google/byt5-base](https://huggingface.co/google/byt5-base) model is finetuned on the dutch section of the [OSCAR](https://huggingface.co/datasets/oscar) dataset. 
  
  
  ## Usage
  
  ```python
  from transformers import AutoTokenizer, T5ForConditionalGeneration
  
  example_sentence = "Ben algoritme dat op ba8i8 van kunstmatige inte11i9entie vkijwel geautomatiseerd een tekst herstelt met OCR fuuten."
  
  tokenizer = AutoTokenizer.from_pretrained('ml6team/byt5-base-dutch-ocr-correction')
  
  model_inputs = tokenizer(example_sentence, max_length=128, truncation=True, return_tensors="pt")
  
  model = T5ForConditionalGeneration.from_pretrained('ml6team/byt5-base-dutch-ocr-correction')
  outputs = model.generate(**model_inputs, max_length=128)
  
  tokenizer.decode(outputs[0])
  ```