Update README.md

README.md

@@ -13,6 +13,21 @@
 | **Eval Data**       | UIT-ViQuAD2.0 |
 | **Infrastructure**  | cuda Tesla P100-PCIE-16GB |
 
+## Requirements
+The following modules are essential for running the trainer:
+
+- **transformers**
+- **datasets**
+- **evaluate**
+- **numpy**
+
+Run the following commands to install the required libraries:
+
+```
+>>> pip install datasets evaluate numpy
+>>> pip install git+https://github.com/huggingface/transformers
+```
+
 ## Hyperparameter
 
 ```
@@ -28,15 +43,15 @@ weight_decay = 0.01
 Evaluated on the UIT-ViQuAD2.0 dev set with the official eval script.
 
 ```
-    'exact': 29.947276,
-    'f1': 43.627568,
-    'total': 2845,
-    'HasAns_exact': 43.827160,
-    'HasAns_f1': 63.847958,
-    'HasAns_total': 1944,
-    'NoAns_exact': 0.0,
-    'NoAns_f1': 0.0,
-    'NoAns_total': 901
+ 'exact': 29.947276,
+ 'f1': 43.627568,
+ 'total': 2845,
+ 'HasAns_exact': 43.827160,
+ 'HasAns_f1': 63.847958,
+ 'HasAns_total': 1944,
+ 'NoAns_exact': 0.0,
+ 'NoAns_f1': 0.0,
+ 'NoAns_total': 901
 ```
 
 ## Usage