Added fasttext comparison

README.md

@@ -26,13 +26,14 @@ model_args = {
 
 ## Performance
 
-The same pipeline was run with two other models and with the same dataset. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
+The same pipeline was run with two other transformer models and `fasttext` for comparison. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
 
 | model | average accuracy | average macro F1|
 |---|---|---|
 |bcms-bertic-frenk-hate|0.8313|0.8219|
 |EMBEDDIA/crosloengual-bert |0.8054|0.796|
 |xlm-roberta-base |0.7175|0.7049|
+|fasttext|0.709|0.691|