Update README.md

README.md

@@ -27,6 +27,8 @@ model-index:
     - name: F1
       type: f1
       value: 0.8684210526315789
+language:
+- en
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -34,24 +36,14 @@ should probably proofread and complete it, then remove this comment. -->
 
 # uit-cs221-sentiment-analysis
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
+## Model description
+
+This model is used for sentiment analysis. It is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.3057
 - Accuracy: 0.8667
 - F1: 0.8684
 
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
 ## Training procedure
 
 ### Training hyperparameters
@@ -67,11 +59,13 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-
+- Loss: 0.3057
+- Accuracy: 0.8667
+- F1: 0.8684
 
 ### Framework versions
 
 - Transformers 4.38.2
 - Pytorch 2.1.2
 - Datasets 2.1.0
-- Tokenizers 0.15.2
+- Tokenizers 0.15.2