Update README.md

README.md

@@ -11,9 +11,14 @@ tags:
 
 * Model Name: ArabianGPT
 * Architecture: GPT-2
-* Layers: 12
-* Model Size: 134M
-* Context Window Size: 768
+
+| Specification         | Value    |
+|-----------------------|----------|
+| Layers                | 12       |
+| MAL (Model Attention Layers) | 12 |
+| Model Size            | 134M     |
+| Context Window Size   | 768      |
+
 
 > [!NOTE]
 > ArabianGPT is a custom-trained version of the GPT-2 base model, specifically tailored for the Arabic language. It is designed to understand and generate Arabic text, making it suitable for various natural language processing tasks in Arabic.
@@ -23,13 +28,13 @@ tags:
 * Size: 15.5 GB
 * Number of Words: 237,814,541
 * Number of Tokens: 1,752,421,071
-* Number of Parameters : 134 M Params
+
 
 * # Compute
 
 * | Model            | Hardware      | Num of Examples (seq len = 768) | Batch Size | Num of Steps | Time (in days) | Loss
 |------------------|---------------|---------------------------------|------------|--------------|----------------|----------------|
-| ArabianGPT-base  | NDIVIA A100   | 7.5M                            | 1024       | 313.5K       | 3              | 3.97           |
+| ArabianGPT-base  | NDIVIA A100   | 7.5M                            | 512       | 313.5K       | 3              | 3.97           |
 
 
 > [!NOTE]