diff --git a/fastdeploy/platforms/__init__.py b/fastdeploy/platforms/__init__.py
index 94282a6eca..7047f94ded 100644
--- a/fastdeploy/platforms/__init__.py
+++ b/fastdeploy/platforms/__init__.py
@@ -22,6 +22,7 @@
 from .xpu import XPUPlatform
 from .npu import NPUPlatform
 from .dcu import DCUPlatform
+from .maca import MACAPlatform
 from .base import _Backend
 
 _current_platform = None
@@ -34,6 +35,8 @@ def __getattr__(name: str):
         if _current_platform is None:
             if paddle.is_compiled_with_cuda():
                 _current_platform = CUDAPlatform()
+            elif  paddle.is_compiled_with_custom_device("metax_gpu"):
+                _current_platform = MACAPlatform()
             elif paddle.is_compiled_with_xpu():
                 _current_platform = XPUPlatform()
             elif paddle.is_compiled_with_custom_device("npu"):
diff --git a/fastdeploy/platforms/base.py b/fastdeploy/platforms/base.py
index aa7a624cf8..089f67371e 100644
--- a/fastdeploy/platforms/base.py
+++ b/fastdeploy/platforms/base.py
@@ -33,6 +33,12 @@ def is_cuda(self) -> bool:
         whether platform is cuda
         """
         return paddle.is_compiled_with_cuda()
+    
+    def is_maca(self) -> bool:
+        """
+        whether platform is maca
+        """
+        return paddle.is_compiled_with_custom_device("metax_gpu")
 
     def is_npu(self) -> bool:
         """
diff --git a/fastdeploy/platforms/maca.py b/fastdeploy/platforms/maca.py
new file mode 100644
index 0000000000..9b04313273
--- /dev/null
+++ b/fastdeploy/platforms/maca.py
@@ -0,0 +1,62 @@
+"""
+# Copyright (c) 2025 MetaX-tech Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+
+"""
+maca platform file
+"""
+
+import paddle
+from .base import Platform, _Backend
+from paddlenlp.utils.log import logger
+
+
+class MACAPlatform(Platform):
+    """
+    maca platform class
+    """
+    device_name = "gpu"
+
+    @classmethod
+    def available(self):
+        """
+        Check whether MACA is available.
+        """
+        try:
+            assert len(paddle.static.cuda_places()) > 0
+            return True
+        except Exception as e:
+            logger.warning(
+                "You are using GPU version PaddlePaddle, but there is no GPU "
+                "detected on your machine. Maybe CUDA devices is not set properly."
+                f"\n Original Error is {e}"
+            )
+            return False
+
+    @classmethod
+    def get_attention_backend_cls(
+        cls,
+        selected_backend
+    ):
+        """
+        get_attention_backend_cls
+        """
+        if selected_backend == _Backend.NATIVE_ATTN:
+            logger.info("Using NATIVE ATTN backend.")
+            return ("fastdeploy.model_executor.layers.attention.PaddleNativeAttnBackend")
+        else:
+            logger.warning(
+                "Other backends are not supported for now."
+            )