diff --git a/docs/source-pytorch/conf.py b/docs/source-pytorch/conf.py
index 62cd21fc127f4..35f7aa6ee646c 100644
--- a/docs/source-pytorch/conf.py
+++ b/docs/source-pytorch/conf.py
@@ -127,7 +127,7 @@ def _load_py_module(name: str, location: str) -> ModuleType:
         "https://pytorch.org/docs/stable/", "https://pytorch.org/docs/{torch.__version__}/", _PATH_ROOT
     )
     adjust_linked_external_docs(
-        "https://lightning.ai/docs/torchmetrics", "https://lightning.ai/docs/torchmetrics/v{torchmetrics.__version__}/", _PATH_ROOT, version_digits=3
+        "https://lightning.ai/docs/torchmetrics/stable/", "https://lightning.ai/docs/torchmetrics/v{torchmetrics.__version__}/", _PATH_ROOT, version_digits=3
     )
     adjust_linked_external_docs(
         "https://lightning.ai/docs/fabric/stable/", "https://lightning.ai/docs/fabric/{lightning_fabric.__version__}/", _PATH_ROOT, version_digits=3