diff --git a/tensorrt_llm/sampling_params.py b/tensorrt_llm/sampling_params.py
index b7ad63821a..c9d6e1f44b 100644
--- a/tensorrt_llm/sampling_params.py
+++ b/tensorrt_llm/sampling_params.py
@@ -395,6 +395,25 @@ class SamplingParams:
             strs = [self.stop] if isinstance(self.stop, str) else self.stop
             self._stop_word_ids = [_encode(tokenizer, s, add_special_tokens) for s in strs]
 
+        # add generation_config to stop word list, only in qwen3-next now
+        if (
+            hf_model_config is not None
+            and hf_model_config.model_type == "qwen3_next"
+            and generation_config is not None
+            and isinstance(generation_config.eos_token_id, List)
+            and all(isinstance(i, int) for i in generation_config.eos_token_id)
+        ):
+            if self._stop_word_ids:
+                all_stop_tokens_id = set(i for sublist in self._stop_word_ids for i in sublist)
+                from_generation_stop_tokens = [
+                    i for i in generation_config.eos_token_id if i not in all_stop_tokens_id
+                ]
+
+                if from_generation_stop_tokens:
+                    self._stop_word_ids.append(from_generation_stop_tokens)
+            else:
+                self._stop_word_ids = [generation_config.eos_token_id]
+
         return self
 
     def _get_bad_words(self) -> List[List[int]]: