fix: 修复特殊token 的问题

astrai/tokenize/tokenizer.py

@@ -129,14 +129,21 @@ class TextTokenizer:
         Supports three forms:
           - tokenizer.bos_token   → returns string
           - tokenizer.bos_token_id → returns corresponding integer ID
-          - tokenizer.stop_ids → returns list of corresponding integer IDs
+          - tokenizer.stop_ids → returns list of corresponding integer IDs for all special tokens
         """
-        # Handle stop_ids
+        # Handle stop_ids - return IDs for all special tokens
         if key == "stop_ids":
-            return [
+            stop_ids = []
-                self._special_token_map.get(val)
+
-                for val in self._special_token_map.values()
+            if self._tokenizer is None:
-            ]
+                return stop_ids
+
+            for val in self._special_token_map.values():
+                token_id = self._tokenizer.token_to_id(val)
+                if token_id is not None:
+                    stop_ids.append(token_id)
+
+            return stop_ids
 
         # Handle _id suffix (e.g., bos_token_id -> bos_token)
         if key.endswith("_id"):
@@ -190,6 +197,7 @@ class TextTokenizer:
         messages: List[Dict[str, str]],
         system_prompt: Optional[str] = None,
         tokenize: bool = True,
+        add_generation_prompt: bool = True,
         **kwargs,
     ) -> Union[str, List[int]]:
         """
@@ -199,6 +207,7 @@ class TextTokenizer:
             messages: List of message dicts with 'role' and 'content'.
             system_prompt: Optional system prompt string.
             tokenize: Whether to return token IDs (True) or raw string (False).
+            add_generation_prompt: Whether to add the generation prompt (default: False).
             **kwargs: Additional variables to pass to the template.
 
         Returns:
@@ -216,6 +225,7 @@ class TextTokenizer:
         rendered = self._chat_template.render(
             messages=messages,
             system_prompt=system_prompt,
+            add_generation_prompt=add_generation_prompt,
             **kwargs,
         )