diff --git a/Project_Model/Libs/BPE/Classes/NanoSocratesBPE.py b/Project_Model/Libs/BPE/Classes/NanoSocratesBPE.py
index 4245936..4d44884 100644
--- a/Project_Model/Libs/BPE/Classes/NanoSocratesBPE.py
+++ b/Project_Model/Libs/BPE/Classes/NanoSocratesBPE.py
@@ -52,7 +52,7 @@ class NanoSocratesBPE(Encoder):
         last_batch: bool
     ):
 
-        ENCODED_CHUNK = self.__round_encode(chunk_data)
+        ENCODED_CHUNK = self.encode_intermediate(chunk_data)
         DATA_LEN_BEFORE_LAST = len(ENCODED_CHUNK) - 1
 
         for i in range(0, DATA_LEN_BEFORE_LAST):
@@ -99,6 +99,17 @@ class NanoSocratesBPE(Encoder):
 
         return current_piece
 
+    def encode_intermediate(self, piece: list[int]):
+        current_piece = piece
+        new_piece = self.__round_encode(current_piece)
+
+        while len(current_piece) != len(new_piece):
+            current_piece = new_piece
+            new_piece = self.__round_encode(current_piece)
+
+        return current_piece
+
+
     def __round_encode(self, piece: list[int]):
 
         if len(piece) == 1: