Update README.md

README.md

@@ -111,37 +111,39 @@ for sentence in masked_sentences:
         print(f"✨ → {pred['sequence']} (score: {pred['score']:.4f})")
 
 
----
 
 
-```python
+
+
 ## 🔤 Masked Language Model (MLM) Demo
-Input: The robot can [MASK] the room in minutes.
-✨ → The robot can clean the room in minutes. (score: 0.3124)
-✨ → The robot can scan the room in minutes. (score: 0.1547)
-✨ → The robot can paint the room in minutes. (score: 0.0983)
-
-Input: He decided to [MASK] the project early.
-✨ → He decided to finish the project early. (score: 0.3876)
-✨ → He decided to start the project early. (score: 0.2109)
-✨ → He decided to abandon the project early. (score: 0.0765)
-
-Input: This device is [MASK] for small tasks.
-✨ → This device is perfect for small tasks. (score: 0.2458)
-✨ → This device is great for small tasks. (score: 0.1894)
-✨ → This device is useful for small tasks. (score: 0.1321)
-
-Input: The weather will [MASK] by tomorrow.
-✨ → The weather will improve by tomorrow. (score: 0.2987)
-✨ → The weather will change by tomorrow. (score: 0.1765)
-✨ → The weather will clear by tomorrow. (score: 0.1034)
-
-Input: She loves to [MASK] in the garden.
-✨ → She loves to work in the garden. (score: 0.3542)
-✨ → She loves to play in the garden. (score: 0.1986)
-✨ → She loves to relax in the garden. (score: 0.0879)
-
-Input: Please [MASK] the door before leaving.
-✨ → Please close the door before leaving. (score: 0.4673)
-✨ → Please lock the door before leaving. (score: 0.3215)
-✨ → Please open the door before leaving. (score: 0.0652)
+
+Input: The robot can [MASK] the room in minutes.  
+✨ → The robot can clean the room in minutes. (score: 0.3124)  
+✨ → The robot can scan the room in minutes. (score: 0.1547)  
+✨ → The robot can paint the room in minutes. (score: 0.0983)  
+
+Input: He decided to [MASK] the project early.  
+✨ → He decided to finish the project early. (score: 0.3876)  
+✨ → He decided to start the project early. (score: 0.2109)  
+✨ → He decided to abandon the project early. (score: 0.0765)  
+
+Input: This device is [MASK] for small tasks.  
+✨ → This device is perfect for small tasks. (score: 0.2458)  
+✨ → This device is great for small tasks. (score: 0.1894)  
+✨ → This device is useful for small tasks. (score: 0.1321)  
+
+Input: The weather will [MASK] by tomorrow.  
+✨ → The weather will improve by tomorrow. (score: 0.2987)  
+✨ → The weather will change by tomorrow. (score: 0.1765)  
+✨ → The weather will clear by tomorrow. (score: 0.1034)  
+
+Input: She loves to [MASK] in the garden.  
+✨ → She loves to work in the garden. (score: 0.3542)  
+✨ → She loves to play in the garden. (score: 0.1986)  
+✨ → She loves to relax in the garden. (score: 0.0879)  
+
+Input: Please [MASK] the door before leaving.  
+✨ → Please close the door before leaving. (score: 0.4673)  
+✨ → Please lock the door before leaving. (score: 0.3215)  
+✨ → Please open the door before leaving. (score: 0.0652)  
+