diff --git a/deepmd/pretrained/registry.py b/deepmd/pretrained/registry.py
index b540cd3490..98c6ff6ade 100644
--- a/deepmd/pretrained/registry.py
+++ b/deepmd/pretrained/registry.py
@@ -10,6 +10,7 @@
         "urls": [
             "https://huggingface.co/deepmodelingcommunity/DPA-3.2-5M/resolve/main/DPA-3.2-5M.pt?download=true",
             "https://hf-mirror.com/deepmodelingcommunity/DPA-3.2-5M/resolve/main/DPA-3.2-5M.pt?download=true",
+            "https://modelscope.cn/models/DeepModelingCommunity/DPA-3.2-5M/resolve/master/DPA-3.2-5M.pt",
         ],
         "filename": "DPA-3.2-5M.pt",
         "sha256": "876354744aeaae17b2639a6a690514470273784f2b4836280850f50cbb799165",
@@ -18,10 +19,20 @@
         "urls": [
             "https://huggingface.co/deepmodelingcommunity/DPA-3.1-3M/resolve/main/DPA-3.1-3M.pt?download=true",
             "https://hf-mirror.com/deepmodelingcommunity/DPA-3.1-3M/resolve/main/DPA-3.1-3M.pt?download=true",
+            "https://modelscope.cn/models/DeepModelingCommunity/DPA-3.1-3M/resolve/master/DPA-3.1-3M.pt",
         ],
         "filename": "DPA-3.1-3M.pt",
         "sha256": "86dd3a804d78ca5d203ebf98747e8f16dff9713ba8950097ceb760b161e19907",
     },
+    "DPA-2.4-7M": {
+        "urls": [
+            "https://huggingface.co/deepmodelingcommunity/DPA-2.4-7M/resolve/main/dpa-2.4-7M.pt?download=true",
+            "https://hf-mirror.com/deepmodelingcommunity/DPA-2.4-7M/resolve/main/dpa-2.4-7M.pt?download=true",
+            "https://modelscope.cn/models/DeepModelingCommunity/DPA-2.4-7M/resolve/master/dpa-2.4-7M.pt",
+        ],
+        "filename": "dpa-2.4-7M.pt",
+        "sha256": "7a5ca2b01579d9617502b4203af839107fdcf1ec7e3ae1d66a5b14811bc5b741",
+    },
 }