Update README.md

README.md

@@ -40,37 +40,35 @@ The tokenizer has been tested on multiple text categories:
 
 #### Test Case 1: Basic sentence
 **Original text:** ನಮಸ್ಕಾರ ಕನ್ನಡ ಭಾಷೆ  
-**Encoded tokens:** ['<s>', 'ನಮಸ', 'à³į', 'à²ķ', 'ಾ', 'ರ', 'Ġà²ķನ', 'à³į', 'ನಡ', 'Ġà²Ń', 'ಾ', 'ಷ', 'à³Ĩ', '</s>']  
-**Token IDs:** [0, 1461, 264, 278, 270, 272, 738, 264, 407, 386, 270, 323, 268, 1]  
+**Encoded tokens:** `['<s>', 'ನಮಸ', 'à³į', 'à²ķ', 'ಾ', 'ರ', 'Ġà²ķನ', 'à³į', 'ನಡ', 'Ġà²Ń', 'ಾ', 'ಷ', 'à³Ĩ', '</s>']`  
+**Token IDs:** `[0, 1461, 264, 278, 270, 272, 738, 264, 407, 386, 270, 323, 268, 1]`  
 **Decoded text:** ನಮಸ್ಕಾರ ಕನ್ನಡ ಭಾಷೆ  
 **Analysis:**
-- Number of tokens: 14  
-- Average token length: 1.29 characters  
-- Reconstruction: Perfect  
+- **Number of tokens:** 14  
+- **Average token length:** 1.29 characters  
+- **Reconstruction:** Perfect  
 
 #### Test Case 2: Complex sentence
 **Original text:** ಕನ್ನಡ ನಾಡಿನ ಸಂಸ್ಕೃತಿ ಮತ್ತು ಪರಂಪರೆ  
-**Encoded tokens:** ['<s>', 'à²ķನ', 'à³į', 'ನಡ', 'Ġನ', 'ಾ', 'ಡ', 'ಿ', 'ನ', 'Ġಸ', 'à²Ĥ', 'ಸ', 'à³į', 'à²ķ', 'à³ĥ', 'ತ', 'ಿ', 'Ġಮತ', 'à³į', 'ತ', 'à³ģ', 'Ġಪರ', 'à²Ĥ', 'ಪರ', 'à³Ĩ', '</s>']  
-**Token IDs:** [0, 754, 264, 407, 298, 270, 280, 267, 266, 300, 275, 281, 264, 278, 412, 271, 267, 382, 264, 271, 265, 360, 275, 524, 268, 1]  
+**Encoded tokens:** `['<s>', 'à²ķನ', 'à³į', 'ನಡ', 'Ġನ', 'ಾ', 'ಡ', 'ಿ', 'ನ', 'Ġಸ', 'à²Ĥ', 'ಸ', 'à³į', 'à²ķ', 'à³ĥ', 'ತ', 'ಿ', 'Ġಮತ', 'à³į', 'ತ', 'à³ģ', 'Ġಪರ', 'à²Ĥ', 'ಪರ', 'à³Ĩ', '</s>']`  
+**Token IDs:** `[0, 754, 264, 407, 298, 270, 280, 267, 266, 300, 275, 281, 264, 278, 412, 271, 267, 382, 264, 271, 265, 360, 275, 524, 268, 1]`  
 **Decoded text:** ಕನ್ನಡ ನಾಡಿನ ಸಂಸ್ಕೃತಿ ಮತ್ತು ಪರಂಪರೆ  
 **Analysis:**
-- Number of tokens: 26  
-- Average token length: 1.27 characters  
-- Reconstruction: Perfect  
+- **Number of tokens:** 26  
+- **Average token length:** 1.27 characters  
+- **Reconstruction:** Perfect  
 
 ### Category: Mixed Language
 
 #### Test Case 1: Kannada with English
 **Original text:** ನನ್ನ email ID ಇದು [email protected] ಆಗಿದೆ  
-**Encoded tokens:** ['<s>', 'ನನ', 'à³į', 'ನ', 'Ġ', 'e', 'm', 'a', 'i', 'l', 'Ġ', 'I', 'D', 'Ġà²ĩದ', 'à³ģ', 'Ġ', 'e', 'x', 'a', 'm', 'p', 'l', 'e', '@', 'e', 'm', 'a', 'i', 'l', '.', 'com', 'Ġà²Ĩà²Ĺ', 'ಿ', 'ದ', 'à³Ĩ', '</s>']  
-**Token IDs:** [0, 306, 264, 266, 225, 73, 81, 69, 77, 80, 225, 45, 40, 493, 265, 225, 73, 92, 69, 81, 84, 80, 73, 36, 73, 81, 69, 77, 80, 18, 469, 408, 267, 269, 268, 1]  
+**Encoded tokens:** `['<s>', 'ನನ', 'à³į', 'ನ', 'Ġ', 'e', 'm', 'a', 'i', 'l', 'Ġ', 'I', 'D', 'Ġà²ĩದ', 'à³ģ', 'Ġ', 'e', 'x', 'a', 'm', 'p', 'l', 'e', '@', 'e', 'm', 'a', 'i', 'l', '.', 'com', 'Ġà²Ĩà²Ĺ', 'ಿ', 'ದ', 'à³Ĩ', '</s>']`  
+**Token IDs:** `[0, 306, 264, 266, 225, 73, 81, 69, 77, 80, 225, 45, 40, 493, 265, 225, 73, 92, 69, 81, 84, 80, 73, 36, 73, 81, 69, 77, 80, 18, 469, 408, 267, 269, 268, 1]`  
 **Decoded text:** ನನ್ನ email ID ಇದು [email protected] ಆಗಿದೆ  
 **Analysis:**
-- Number of tokens: 36  
-- Average token length: 1.14 characters  
-- Reconstruction: Perfect  
-
-(Additional test cases can be added following the same format)
+- **Number of tokens:** 36  
+- **Average token length:** 1.14 characters  
+- **Reconstruction:** Perfect  
 
 ## Repository Structure
 The repository consists of tokenizer files, configuration files, and documentation: