diff --git a/benchmarks/benchmark_serving.py b/benchmarks/benchmark_serving.py
index 04999518b713..c1a396c81f66 100644
--- a/benchmarks/benchmark_serving.py
+++ b/benchmarks/benchmark_serving.py
@@ -431,16 +431,15 @@ async def benchmark(
 
     if profile:
         print("Starting profiler...")
-        profile_input = RequestFuncInput(
-            model=model_id,
-            prompt=test_prompt,
-            api_url=base_url + "/start_profile",
-            prompt_len=test_prompt_len,
-            output_len=test_output_len,
-            logprobs=logprobs,
-            best_of=best_of,
-            multi_modal_content=test_mm_content,
-        )
+        profile_input = RequestFuncInput(model=model_id,
+                                         prompt=test_prompt,
+                                         api_url=base_url + "/start_profile",
+                                         prompt_len=test_prompt_len,
+                                         output_len=test_output_len,
+                                         logprobs=logprobs,
+                                         best_of=best_of,
+                                         multi_modal_content=test_mm_content,
+                                         ignore_eos=ignore_eos)
         profile_output = await request_func(request_func_input=profile_input)
         if profile_output.success:
             print("Profiler started")
@@ -453,16 +452,15 @@ async def benchmark(
     tasks: List[asyncio.Task] = []
     async for request in get_request(input_requests, request_rate):
         prompt, prompt_len, output_len, mm_content = request
-        request_func_input = RequestFuncInput(
-            model=model_id,
-            prompt=prompt,
-            api_url=api_url,
-            prompt_len=prompt_len,
-            output_len=output_len,
-            logprobs=logprobs,
-            best_of=best_of,
-            multi_modal_content=mm_content,
-        )
+        request_func_input = RequestFuncInput(model=model_id,
+                                              prompt=prompt,
+                                              api_url=api_url,
+                                              prompt_len=prompt_len,
+                                              output_len=output_len,
+                                              logprobs=logprobs,
+                                              best_of=best_of,
+                                              multi_modal_content=mm_content,
+                                              ignore_eos=ignore_eos)
         tasks.append(
             asyncio.create_task(
                 request_func(request_func_input=request_func_input,