Update README.md

README.md

@@ -19,15 +19,16 @@ This model is a fine-tuned version of [naver-clova-ix/donut-base](https://huggin
 
 ## Model description
 
-More information needed
+Donut 🍩, Document understanding transformer, is a new method of document understanding
+that utilizes an OCR-free end-to-end Transformer model. Donut does not require off-the-shelf OCR
+engines/APIs, yet it shows state-of-the-art performances on various visual document understanding tasks,
+such as visual document classification or information extraction (a.k.a. document parsing). 
 
 ## Intended uses & limitations
 
-More information needed
+Basic Donut model
 
-## Training and evaluation data
 
-More information needed
 
 ## Training procedure
 
@@ -42,9 +43,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 3
 
-### Training results
-
-
 
 ### Framework versions