update README

README.md

@@ -1,4 +1,4 @@
-# ByT5 Dutch OCR correction 
+# 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. 
 
@@ -8,13 +8,13 @@ This model is a finetuned byT5 model that corrects OCR mistakes found in dutch s
 ```python
 from transformers import AutoTokenizer, T5ForConditionalGeneration
 
-example_sentence = "Een algoritme dat op basis van kunstmatige inte11i9entie vkijwe1 geautomatiseerd een Nederlandstalige tekst samenstelt."
+example_sentence = "Ben algoritme dat op ba8i8 van kunstmatige inte11i9entie vkijwel geautomatiseerd een tekst herstelt met OCR fuuten."
 
-tokenizer = AutoTokenizer.from_pretrained('ml6team/byt5-small-dutch-ocr-correction')
+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-small-dutch-ocr-correction')
+model = T5ForConditionalGeneration.from_pretrained('ml6team/byt5-base-dutch-ocr-correction')
 outputs = model.generate(**model_inputs, max_length=128)
 
 tokenizer.decode(outputs[0])