Update README.md

README.md

@@ -14,15 +14,23 @@ datasets:
 - Teklia/rimes-2011-lines
 ---
 
-# French handwritten text recognition
+# RIMES handwritten text recognition
 
 This model performs Handwritten Text Recognition in French.
 
 ## Model description
 
 The model has been trained using the PyLaia library on the [RIMES](https://teklia.com/research/rimes-database/) dataset.
+
 Training images were resized with a fixed height of 128 pixels, keeping the original aspect ratio.
 
+| split | N lines | 
+| ----- | ------: | 
+| train | 10,188  |
+| val   |  1,138  |
+| test  |    778  |
+
+An external 6-gram character language model can be used to improve recognition. The language model is trained on the text from the RIMES training set.
 
 ## Evaluation results