diff --git a/benchmark/hicache/bench_multiturn.py b/benchmark/hicache/bench_multiturn.py
index 79829766c..a3e8b0d74 100644
--- a/benchmark/hicache/bench_multiturn.py
+++ b/benchmark/hicache/bench_multiturn.py
@@ -130,6 +130,12 @@ def parse_args():
         help="Tag of a certain run in the log file",
     )
     parser.add_argument("--seed", type=int, default=1, help="The random seed.")
+    parser.add_argument(
+        "--lora-path",
+        type=str,
+        default="",
+        help="String of LoRA path. Currently we only support benchmarking on a single LoRA adaptor.",
+    )
     return parser.parse_args()
 
 
@@ -205,7 +211,7 @@ async def async_request_sglang_generate(
     return output
 
 
-def gen_payload(prompt, output_len):
+def gen_payload(prompt, output_len, lora_path=""):
     payload = {
         "text": prompt,
         "sampling_params": {
@@ -215,7 +221,7 @@ def gen_payload(prompt, output_len):
         },
         "stream": True,
         "stream_options": {"include_usage": True},
-        "lora_path": "",
+        "lora_path": lora_path,
         "return_logprob": False,
         "logprob_start_len": -1,
     }
@@ -303,7 +309,12 @@ class WorkloadGenerator:
         )
 
         init_requests = [
-            (i, gen_payload(self.candidate_inputs[i], args.output_length))
+            (
+                i,
+                gen_payload(
+                    self.candidate_inputs[i], args.output_length, args.lora_path
+                ),
+            )
             for i in range(args.num_clients)
         ]
         self.client_records = {
@@ -399,6 +410,7 @@ class WorkloadGenerator:
                             gen_payload(
                                 self.client_records[client_id]["history"],
                                 self.output_length,
+                                args.lora_path,
                             ),
                         )
                     )