Update README.md

README.md

@@ -58,7 +58,8 @@ This will return a list of recognized tokens marked with label 'INSTRUCTION'.
 
 ## Training
 
-The model was trained on a large dataset of newspaper titles (~3k titles), with tokens representing instructions manually labeled.
+It's based on the transformer architecture and specifically uses the [xlm-roberta-base-uk](https://huggingface.co/ukr-models/xlm-roberta-base-uk) model from `ukr-models`, fine-tuned for the token classification task. The training data was carefully chosen to include a balanced distribution of titles containing instructions and those not containing instructions.
+The dataset contains newspaper titles (~3k titles), with tokens representing instructions manually labeled.
 
 ## Evaluation