Add mDeBERTa base model

README.md

@@ -1,9 +1,9 @@
 ---
-language: en
+language: multilingual
 tags: 
   - deberta
   - deberta-v3
-	- mdeberta
+  - mdeberta
 thumbnail: https://huggingface.co/front/thumbnails/microsoft.png
 license: mit
 ---
@@ -25,10 +25,10 @@ The mDeBERTa V3 base model comes with 12 layers and a hidden size of 768. Its to
 
 We present the dev results on XNLI with zero-shot crosslingual transfer setting, i.e. training with english data only, test with other languages.
 
-| Model             | en |  fr| es  | de  | el  | bg  | ru  |tr   |ar   |vi   | th  | zh | hi  | sw  | ur  | avg |
-|-------------------|----|----|---- |--   |--   |--   | --  |--   |--   |--   | --  | -- | --  | --  | --  | ----|
-| XLM-R-base        |85.8|79.7|80.7 |78.7 |77.5 |79.6 |78.1 |74.2 |73.8 |76.5 |74.6 |76.7| 72.4| 66.5| 68.3|75.6 |
-| mDeBERTa-base     |88.2|82.6|84.4 |82.7 |82.3 |82.4 |80.8 |79.5 |78.5 |78.1 |76.4 |79.5| 75.9| 73.9| 72.4|79.8 +/- 0.2|
+| Model        | en |  fr| es  | de  | el  | bg  | ru  |tr   |ar   |vi   | th  | zh | hi  | sw  | ur  | avg |
+|--------------|----|----|---- |--   |--   |--   | --  |--   |--   |--   | --  | -- | --  | --  | --  | ----|
+| XLM-R-base   |85.8|79.7|80.7 |78.7 |77.5 |79.6 |78.1 |74.2 |73.8 |76.5 |74.6 |76.7| 72.4| 66.5| 68.3|75.6 |
+| mDeBERTa-base|88.2|82.6|84.4 |82.7 |82.3 |82.4 |80.8 |79.5 |78.5 |78.1 |76.4 |79.5| 75.9| 73.9| 72.4|**79.8**+/-0.2|
 
 #### Fine-tuning with HF transformers