Update README.md

README.md

@@ -20,13 +20,13 @@ datasets:
 pipeline_tag: image-to-text
 ---
 
-# PyLaia - PELLET Casimir Marius - Line level
+# PyLaia - PELLET Casimir Marius
 
 This model performs Handwritten Text Recognition in French. Trained following [Teklia's tutorial](https://doc.arkindex.org/tutorial/). 
 
 ## Model description
 
-The model has been trained using the PyLaia library on the [PELLET Casimir Marius - Line level](Teklia/PELLET-Casimir-Marius-line) dataset.
+The model has been trained using the PyLaia library on the [PELLET Casimir Marius - Line level](https://huggingface.co/datasets/Teklia/PELLET-Casimir-Marius-line) dataset.
 
 Training images were resized with a fixed height of 128 pixels, keeping the original aspect ratio.
 
@@ -43,8 +43,8 @@ The model achieves the following results:
 | set   | CER (%) | WER (%) | text_line |
 | :---- | ------: | ------: | --------: |
 | train |   24.17 |   58.12 |       842 |
-| val   |    22.9 |   58.75 |       125 |
-| test  |   18.78 |      50 |       122 |
+| val   |   22.90 |   58.75 |       125 |
+| test  |   18.78 |   50.00 |       122 |
 
 ## How to use?