diff --git a/pkgs/development/python-modules/torchtnt/default.nix b/pkgs/development/python-modules/torchtnt/default.nix
new file mode 100644
index 000000000000..78c948823c77
--- /dev/null
+++ b/pkgs/development/python-modules/torchtnt/default.nix
@@ -0,0 +1,71 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+
+  # build-system
+  setuptools,
+
+  # dependencies
+  fsspec,
+  numpy,
+  packaging,
+  psutil,
+  pyre-extensions,
+  tabulate,
+  tensorboard,
+  torch,
+  tqdm,
+  typing-extensions,
+}:
+
+buildPythonPackage rec {
+  pname = "torchtnt";
+  version = "0.2.4";
+  pyproject = true;
+
+  # no tag / releases on github
+  src = fetchPypi {
+    inherit pname version;
+    hash = "sha256-Js9OcYllr8KT52FYtHKDciBVvPeelNDmfnC12/YcDJs=";
+  };
+
+  # requirements.txt is not included in Pypi archive
+  postPatch = ''
+    substituteInPlace setup.py \
+      --replace-fail 'read_requirements("requirements.txt")' "[]" \
+      --replace-fail 'read_requirements("dev-requirements.txt")' "[]"
+  '';
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    fsspec
+    numpy
+    packaging
+    psutil
+    pyre-extensions
+    setuptools
+    tabulate
+    tensorboard
+    torch
+    tqdm
+    typing-extensions
+  ];
+
+  pythonImportsCheck = [
+    "torchtnt"
+  ];
+
+  # Tests are not included in Pypi archive
+  doCheck = false;
+
+  meta = {
+    description = "lightweight library for PyTorch training tools and utilities";
+    homepage = "https://github.com/pytorch/tnt";
+    license = lib.licenses.bsd3;
+    maintainers = with lib.maintainers; [ nim65s ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index ba43430e48c1..fd8b6c4a5ba6 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -16152,6 +16152,8 @@ self: super: with self; {
 
   torchsummary = callPackage ../development/python-modules/torchsummary { };
 
+  torchtnt = callPackage ../development/python-modules/torchtnt { };
+
   torchvision = callPackage ../development/python-modules/torchvision { };
 
   torchvision-bin = callPackage ../development/python-modules/torchvision/bin.nix {