diff --git a/vllm/engine/llm_engine.py b/vllm/engine/llm_engine.py
index 92568450..02c673c9 100644
--- a/vllm/engine/llm_engine.py
+++ b/vllm/engine/llm_engine.py
@@ -908,13 +908,13 @@ class LLMEngine:
         """Stop the finished sequences."""
         for stop_str in sampling_params.stop:
             if seq.output_text.endswith(stop_str):
-                if not sampling_params.include_stop_str_in_output:
-                    # Truncate the output text so that the stop string is
-                    # not included in the output.
-                    seq.output_text = seq.output_text[:-len(stop_str)]
+                self._finalize_sequence(seq, sampling_params, stop_str)
                 seq.status = SequenceStatus.FINISHED_STOPPED
                 return
         if seq.get_last_token_id() in sampling_params.stop_token_ids:
+            stop_str = self.get_tokenizer_for_seq(seq).convert_ids_to_tokens(
+                seq.get_last_token_id())
+            self._finalize_sequence(seq, sampling_params, stop_str)
             seq.status = SequenceStatus.FINISHED_STOPPED
             return
 
@@ -934,6 +934,14 @@ class LLMEngine:
             seq.status = SequenceStatus.FINISHED_STOPPED
             return
 
+    def _finalize_sequence(self, seq: Sequence,
+                           sampling_params: SamplingParams,
+                           stop_string: str) -> None:
+        if not sampling_params.include_stop_str_in_output and stop_string:
+            # Truncate the output text so that the stop string is
+            # not included in the output.
+            seq.output_text = seq.output_text[:-len(stop_string)]
+
     def add_lora(self, lora_request: LoRARequest) -> bool:
         assert lora_request.lora_int_id > 0, "lora_id must be greater than 0."
         return self._run_workers(