| # 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]) | |
| ``` |