diff --git a/pyproject.toml b/pyproject.toml
index 8dd5447..edd9fa9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "sinlib"
-version = "0.1.4"
+version = "0.1.5"
 description = "Sinhala NLP Toolkit"
 authors = [
     { name = "Ransaka", email = "ransaka.ravihara@gmail.com" }
diff --git a/src/sinlib/tokenizer.py b/src/sinlib/tokenizer.py
index 4d85203..b126f62 100644
--- a/src/sinlib/tokenizer.py
+++ b/src/sinlib/tokenizer.py
@@ -58,7 +58,8 @@ def __encode(self, text, truncate_and_pad: bool, allowed_special_tokens: list =
                         text_encodings.append(self.vocab_map[token])
                     else:
                         continue
-                        
+                else:
+                    text_encodings.append(self.vocab_map.get(token, self.unknown_token_id))
         if truncate_and_pad:
             return self.pad_or_truncate(
                 sequence=text_encodings,
diff --git a/src/sinlib/utils/data/config.json b/src/sinlib/utils/data/config.json
index 76688d4..2f821b2 100644
--- a/src/sinlib/utils/data/config.json
+++ b/src/sinlib/utils/data/config.json
@@ -1,7 +1,9 @@
 {
-    "unknown_token": "<unk>",
-    "pad_token": "<pad>",
-    "unknown_token_id": 126,
-    "pad_token_id": 127,
-    "max_length": 30
+    "unknown_token": "<|unk|>",
+    "pad_token": "<|pad|>",
+    "unknown_token_id": 1015,
+    "pad_token_id": 1016,
+    "max_length": 256,
+    "end_of_text_token": "<|endoftext|>",
+    "end_of_text_token_id": 1017
 }
\ No newline at end of file
diff --git a/src/sinlib/utils/data/vocab.json b/src/sinlib/utils/data/vocab.json
index 4366761..df0c04a 100644
--- a/src/sinlib/utils/data/vocab.json
+++ b/src/sinlib/utils/data/vocab.json
@@ -1,2277 +1,1020 @@
 {
-    "»": 0,
-    "መ": 1,
-    "💻": 2,
-    "ˈ": 3,
-    "🙊": 4,
-    "D": 5,
-    "ծ": 6,
-    "නේ": 7,
-    "😐": 8,
-    "ධෑ": 9,
-    "연": 10,
-    "አ": 11,
-    "යඃ": 12,
-    "ู": 13,
-    "ඔ්": 14,
-    "ථ්": 15,
-    "ඇ": 16,
-    "専": 17,
-    "ஆ": 18,
-    "ʒ": 19,
-    "ඝී": 20,
-    "پ": 21,
-    "శ": 22,
-    "Ã": 23,
-    "📚": 24,
-    "부": 25,
-    "ሊ": 26,
-    "배": 27,
-    "බි": 28,
-    "?": 29,
-    "³": 30,
-    "官": 31,
-    "ඨ්": 32,
-    "🐼": 33,
-    "ج": 34,
-    "ඳේ": 35,
-    "ඟෑ": 36,
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-    "ඩි": 38,
-    "නී": 39,
-    "≡": 40,
-    "දු": 41,
-    "මි": 42,
-    "නෝ": 43,
-    "ව්": 44,
-    "↑": 45,
-    "ए": 46,
-    "स": 47,
-    "බෞ": 48,
-    "ℜ": 49,
-    "出": 50,
-    "ජ්": 51,
-    "😖": 52,
-    "🌻": 53,
-    "ගි": 54,
-    "ด": 55,
-    "ሰ": 56,
-    "එැ": 57,
-    "ង": 58,
-    "ලු": 59,
-    "වූ": 60,
-    "ʰ": 61,
-    "⇪": 62,
-    "ő": 63,
-    "ඤු": 64,
-    "N": 65,
-    "⇝": 66,
-    "ෂී": 67,
-    "දං": 68,
-    "저": 69,
-    "ඝි": 70,
-    "۷": 71,
-    "ජැ": 72,
-    "ੱ": 73,
-    "^": 74,
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-    "有": 106,
-    "ك": 107,
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-    "බූ": 109,
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-    "ෂො": 111,
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-    "ع": 113,
-    "י": 114,
-    "හෲ": 115,
-    "ḍ": 116,
-    "ඞේ": 117,
-    "紀": 118,
-    "豪": 119,
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-    "Ε": 121,
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