diff --git a/python/sglang/srt/model_executor/model_runner_components/startup_weight_load.py b/python/sglang/srt/model_executor/model_runner_components/startup_weight_load.py
index 0db6d6103..1939d347c 100644
--- a/python/sglang/srt/model_executor/model_runner_components/startup_weight_load.py
+++ b/python/sglang/srt/model_executor/model_runner_components/startup_weight_load.py
@@ -81,7 +81,6 @@ class StartupWeightLoadOptions:
     offload_group_size: int
     enable_memory_saver: bool
     enable_weights_cpu_backup: bool
-    torchao_config: str
     enable_lora: bool
     has_lora_paths: bool
     weight_loader_disable_mmap: bool
@@ -119,7 +118,6 @@ class StartupWeightLoadOptions:
             offload_group_size=server_args.offload_group_size,
             enable_memory_saver=server_args.enable_memory_saver,
             enable_weights_cpu_backup=server_args.enable_weights_cpu_backup,
-            torchao_config=server_args.torchao_config,
             enable_lora=server_args.enable_lora,
             has_lora_paths=bool(server_args.lora_paths),
             weight_loader_disable_mmap=server_args.weight_loader_disable_mmap,
@@ -374,7 +372,6 @@ class StartupWeightLoadManager:
                 options.enable_weights_cpu_backup,
                 "CPU weight backup is not supported",
             ),
-            (bool(options.torchao_config), "TorchAO is not supported"),
             (
                 options.enable_lora or options.has_lora_paths,
                 "LoRA is not supported",
diff --git a/test/registered/unit/model_executor/model_runner_components/test_startup_weight_load.py b/test/registered/unit/model_executor/model_runner_components/test_startup_weight_load.py
index b027b0317..e119e0898 100644
--- a/test/registered/unit/model_executor/model_runner_components/test_startup_weight_load.py
+++ b/test/registered/unit/model_executor/model_runner_components/test_startup_weight_load.py
@@ -18,7 +18,7 @@ from sglang.srt.configs.device_config import DeviceConfig
 from sglang.srt.configs.load_config import LoadConfig, LoadFormat
 from sglang.srt.configs.model_config import ModelImpl
 from sglang.srt.managers.tp_worker import TpModelWorker
-from sglang.srt.model_executor.cuda_graph_config import Backend
+from sglang.srt.model_executor.cuda_graph_config import Backend, CudaGraphConfig
 from sglang.srt.model_executor.model_runner import ModelRunner
 from sglang.srt.model_executor.model_runner_components.startup_weight_load import (
     ModelStorageManifest,
@@ -29,6 +29,7 @@ from sglang.srt.model_executor.model_runner_components.startup_weight_load impor
 from sglang.srt.model_loader.loader import DefaultModelLoader
 from sglang.srt.model_loader.weight_utils import initialize_capture_safe_weights
 from sglang.srt.runtime_context import get_context
+from sglang.srt.server_args import ServerArgs
 
 register_cpu_ci(est_time=5, suite="base-a-test-cpu")
 
@@ -64,7 +65,6 @@ def _make_options(**overrides):
         offload_group_size=-1,
         enable_memory_saver=False,
         enable_weights_cpu_backup=False,
-        torchao_config="",
         enable_lora=False,
         has_lora_paths=False,
         weight_loader_disable_mmap=False,
@@ -201,6 +201,17 @@ class TestStartupWeightLoadSelector(CustomTestCase):
             StartupWeightLoadManager,
         )
 
+    def test_options_accept_current_server_args_schema(self):
+        """Removed server options must not break overlap startup initialization."""
+        options = StartupWeightLoadOptions.from_server_args(
+            server_args=ServerArgs(
+                model_path="dummy", cuda_graph_config=CudaGraphConfig()
+            ),
+            is_draft_worker=False,
+        )
+
+        self.assertIsInstance(options, StartupWeightLoadOptions)
+
     def test_unsupported_overlap_is_rejected_instead_of_falling_back(self):
         cases = (
             (