diff --git a/pkgs/development/python-modules/torchinfo/default.nix b/pkgs/development/python-modules/torchinfo/default.nix
new file mode 100644
index 000000000000..b9071782b590
--- /dev/null
+++ b/pkgs/development/python-modules/torchinfo/default.nix
@@ -0,0 +1,43 @@
+{ lib
+, fetchPypi
+, python
+, buildPythonPackage
+, pythonOlder
+, pytorch
+, pytestCheckHook
+, torchvision
+}:
+
+buildPythonPackage rec {
+  pname = "torchinfo";
+  version = "1.6.2";
+  disabled = pythonOlder "3.7";
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "sha256-vf3TADqIX4RtCU3dN/lBK4aRg3wud/KkK9u5XGnBbO4=";
+  };
+
+  propagatedBuildInputs = [
+    pytorch
+    torchvision
+  ];
+
+  checkInputs = [
+    pytestCheckHook
+  ];
+
+  disabledTests = [
+    # Skip as it downloads pretrained weights (require network access)
+    "test_eval_order_doesnt_matter"
+  ];
+
+  pythonImportsCheck = [ "torchvision" ];
+
+  meta = {
+    description = "API to visualize pytorch models";
+    homepage = "https://github.com/TylerYep/torchinfo";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ petterstorvik ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index f82a0e0851c9..715d828cc881 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -9728,6 +9728,8 @@ in {
 
   torchgpipe = callPackage ../development/python-modules/torchgpipe { };
 
+  torchinfo = callPackage ../development/python-modules/torchinfo { };
+
   torchvision = callPackage ../development/python-modules/torchvision { };
 
   torchvision-bin = callPackage ../development/python-modules/torchvision/bin.nix { };