Update README.md

README.md

@@ -1,9 +1,13 @@
 # dv-wave
 
-This is a first attempt at a Dhivehi language model trained with Google Research's [ELECTRA](https://github.com/google-research/electra).
+This is a second attempt at a Dhivehi language model trained with
+Google Research's [ELECTRA](https://github.com/google-research/electra).
 
 Tokenization and training CoLab: https://colab.research.google.com/drive/1ZJ3tU9MwyWj6UtQ-8G7QJKTn-hG1uQ9v?usp=sharing
 
+V1: similar performance to mBERT after 3 epochs
+
+V2: fixed tokenizers do_lower_case=False and strip_accents=False to preserve vowel signs of Dhivehi
 
 ## Corpus
 
@@ -14,4 +18,4 @@ of Dhivehi text (79MB deduped).
 
 ## Vocabulary
 
-Included as vocab.txt in the upload - vocab_size is 29982
+Included as vocab.txt in the upload - vocab_size is 29874