diff --git a/mindspeed_llm/features_manager/__init__.py b/mindspeed_llm/features_manager/__init__.py
index f4a9b97e2b53c750606368ee3378d095826c0377..5d9c5f5b3120f67a634a1d3f0a070d3576a96417 100644
--- a/mindspeed_llm/features_manager/__init__.py
+++ b/mindspeed_llm/features_manager/__init__.py
@@ -70,6 +70,7 @@ from mindspeed_llm.features_manager.transformer.flash_attention.alibi_feature im
 from mindspeed_llm.features_manager.transformer.mtp import MultiTokenPredictionFeature
 from mindspeed_llm.features_manager.transformer.multi_latent_attention.mla_feature import MLAFeature
 from mindspeed_llm.features_manager.transformer.transformer_block import TransformerBlockFeature
+from mindspeed_llm.features_manager.ai_framework.ms_patch_feature import MindSporePatchFeature
 
 
 FEATURES_LIST = [
@@ -256,6 +257,12 @@ def add_high_availability_feature(features_list: List[MindSpeedFeature]):
     ])
 
 
+def add_ai_framework_feature(features_list: List[MindSpeedFeature]):
+    features_list.extend([
+        MindSporePatchFeature(),
+    ])
+
+
 def create_features_list():
     features_list = []
     add_megatron_basic_features(features_list)
@@ -277,6 +284,7 @@ def create_features_list():
     add_swap_optimizer_feature(features_list)
     add_disable_gloo_group_feature(features_list)
     add_high_availability_feature(features_list)
+    add_ai_framework_feature(features_list)
     return features_list
 
 
diff --git a/mindspeed_llm/features_manager/ai_framework/__init__.py b/mindspeed_llm/features_manager/ai_framework/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/mindspeed_llm/features_manager/ai_framework/ms_patch_feature.py b/mindspeed_llm/features_manager/ai_framework/ms_patch_feature.py
new file mode 100644
index 0000000000000000000000000000000000000000..65bf5de51cd93e05b8f9c15d214897486ff49323
--- /dev/null
+++ b/mindspeed_llm/features_manager/ai_framework/ms_patch_feature.py
@@ -0,0 +1,46 @@
+# Copyright (c) 2025, Huawei Technologies Co., Ltd.  All rights reserved.
+
+from argparse import ArgumentParser
+from mindspeed.features_manager.feature import MindSpeedFeature
+
+
+class MindSporePatchFeature(MindSpeedFeature):
+    def __init__(self):
+        super().__init__('mindspore-patch', optimization_level=0)
+
+    def register_args(self, parser: ArgumentParser):
+        group = parser.add_argument_group(title=self.feature_name)
+        group.add_argument('--ai-framework', type=str, default='pytorch', help='support pytorch and mindspore')
+
+    def use_mindspore(self, args) -> bool:
+        return hasattr(args, "ai_framework") and args.ai_framework == "mindspore"
+
+    def register_patches(self, patch_manager, args):
+        if not self.use_mindspore(args):
+            return
+        from mindspeed_llm.mindspore.mindspore_adaptor_v2 import mindspore_adaptation
+        mindspore_adaptation(patch_manager, args)
+
+    def pre_validate_args(self, args):
+        if not self.use_mindspore(args):
+            return
+        from mindspeed_llm.mindspore.mindspore_adaptor_v2 import mindspore_pre_validate_args
+        mindspore_pre_validate_args(args)
+
+    def validate_args(self, args):
+        if not self.use_mindspore(args):
+            return
+        from mindspeed_llm.mindspore.mindspore_adaptor_v2 import mindspore_validate_args
+        mindspore_validate_args(args)
+
+    def post_validate_args(self, args):
+        if not self.use_mindspore(args):
+            return
+        from mindspeed_llm.mindspore.mindspore_adaptor_v2 import mindspore_post_validate_args
+        mindspore_post_validate_args(args)
+
+    def pre_register_patches(self, patch_manager, args):
+        if not self.use_mindspore(args):
+            return
+        from mindspeed_llm.mindspore.mindspore_adaptor_v2 import mindspore_pre_register_patches
+        mindspore_pre_register_patches(patch_manager, args)
diff --git a/mindspeed_llm/mindspore/mindspore_adaptor_v2.py b/mindspeed_llm/mindspore/mindspore_adaptor_v2.py
new file mode 100644
index 0000000000000000000000000000000000000000..2127f14ab88bd406a034b9a0db0d64d7624dbd92
--- /dev/null
+++ b/mindspeed_llm/mindspore/mindspore_adaptor_v2.py
@@ -0,0 +1,24 @@
+# Copyright (c) 2025, Huawei Technologies Co., Ltd.  All rights reserved.
+
+def mindspore_adaptation(patch_manager, args):
+    pass
+
+
+def pre_validate_args(patch_manager):
+    pass
+
+
+def mindspore_pre_validate_args(args):
+    pass
+
+
+def mindspore_validate_args(args):
+    pass
+
+
+def mindspore_post_validate_args(args):
+    pass
+
+
+def mindspore_pre_register_patches(manager, args):
+    pass