diff --git a/tunix/generate/vllm_sampler.py b/tunix/generate/vllm_sampler.py
index 6ac25d9fb..4b6a5ce27 100644
--- a/tunix/generate/vllm_sampler.py
+++ b/tunix/generate/vllm_sampler.py
@@ -370,6 +370,7 @@ def __call__(
       return_logits: bool = True,
       echo: bool = False,
       pad_output: bool = False,
+      stop_strings: Optional[List[str]] = None,
   ) -> base_sampler.SamplerOutput:
     """The entry point API for vLLM Sampler"""
     if not isinstance(input_strings, List):
@@ -389,6 +390,7 @@ def __call__(
           max_tokens=max_generation_steps,
           ignore_eos=False,
           temperature=temperature,
+          stop=stop_strings,
       )
     else:
       if self._driver is not None:
@@ -414,6 +416,8 @@ def __call__(
         sampling_params.top_p = top_p
       if top_k is not None:
         sampling_params.top_k = top_k
+      if stop_strings is not None:
+        sampling_params.stop = stop_strings
 
       self.sampling_params = sampling_params
 
diff --git a/tunix/rl/rollout/vllm_rollout.py b/tunix/rl/rollout/vllm_rollout.py
index 80e2c767e..052567ca1 100644
--- a/tunix/rl/rollout/vllm_rollout.py
+++ b/tunix/rl/rollout/vllm_rollout.py
@@ -69,6 +69,7 @@ def generate(
       self,
       prompts: list[str],
       rollout_config: base_rollout.RolloutConfig,
+      stop_strings: Optional[list[str]] = None,
       **kwargs,
   ) -> base_rollout.RolloutOutput:
     """Generates samples from the model."""