diff --git a/vllm_ascend/distributed/kv_transfer/__init__.py b/vllm_ascend/distributed/kv_transfer/__init__.py
index 7e3a0618..f2bf8d6f 100644
--- a/vllm_ascend/distributed/kv_transfer/__init__.py
+++ b/vllm_ascend/distributed/kv_transfer/__init__.py
@@ -41,5 +41,5 @@ def register_connector():
         "MooncakeLayerwiseConnector")
 
     KVConnectorFactory.register_connector(
-        "UCMConnector", "vllm_ascend.distributed.kv_transfer.ucm_connector",
+        "UCMConnector", "vllm_ascend.distributed.kv_transfer.kv_pool.ucm_connector",
         "UCMConnectorV1")
diff --git a/vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/cpu_offload_connector.py b/vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/cpu_offload_connector.py
index 19a3c0ff..60128eb6 100644
--- a/vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/cpu_offload_connector.py
+++ b/vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/cpu_offload_connector.py
@@ -23,7 +23,7 @@ from vllm.v1.core.sched.output import SchedulerOutput
 from vllm.v1.kv_cache_interface import (FullAttentionSpec, KVCacheSpec,
                                         MambaSpec, MLAAttentionSpec)
 
-from vllm_ascend.distributed.kv_transfer.kv_pool.ascend_store.metadata import (
+from vllm_ascend.distributed.kv_transfer.kv_pool.cpu_offload.metadata import (
     MetadataServer, MetadataServerProc, MLAConfig)
 from vllm_ascend.utils import vllm_version_is
 
diff --git a/vllm_ascend/distributed/kv_transfer/kv_pool/ascend_store/metadata.py b/vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/metadata.py
similarity index 100%
rename from vllm_ascend/distributed/kv_transfer/kv_pool/ascend_store/metadata.py
rename to vllm_ascend/distributed/kv_transfer/kv_pool/cpu_offload/metadata.py
diff --git a/vllm_ascend/distributed/kv_transfer/ucm_connector.py b/vllm_ascend/distributed/kv_transfer/kv_pool/ucm_connector.py
similarity index 100%
rename from vllm_ascend/distributed/kv_transfer/ucm_connector.py
rename to vllm_ascend/distributed/kv_transfer/kv_pool/ucm_connector.py