diff --git a/pkgs/development/python-modules/torchdata/default.nix b/pkgs/development/python-modules/torchdata/default.nix
new file mode 100644
index 0000000000000..4c89fc7c99183
--- /dev/null
+++ b/pkgs/development/python-modules/torchdata/default.nix
@@ -0,0 +1,70 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+
+# Propogated build inputs
+, pytorch
+, requests
+
+# Check inputs
+, pytestCheckHook
+, expecttest
+, fsspec
+, numpy
+, rarfile
+, torchaudio
+, torchtext
+# , iopath
+}:
+
+
+buildPythonPackage rec {
+  pname = "torchdata";
+  version = "0.3.0a1-e86cedc";
+
+  src = fetchFromGitHub {
+    owner = "pytorch";
+    repo = "data";
+    # rev = "v${version}";
+    rev = "e86cedc5ffd024ea293f541fc77e8a3b4856c8c9"; # git branch release/0.3.0
+    sha256 = "sha256:06gk7pqk2dbkxmaskycvvwyzhapbl5dr2r1v2vswdi6yx5iqzcwa";
+  };
+
+  propagatedBuildInputs = [
+    pytorch # FIXME: relies on an unstable version of pytorch for now
+    requests
+  ];
+
+  checkInputs = [
+    pytestCheckHook
+    expecttest
+    fsspec
+    numpy
+    rarfile
+    torchaudio
+    torchtext
+    # iopath
+  ];
+
+  disabledTests = [
+    # Tests that require network access
+    "test_gdrive_iterdatapipe"
+    "test_online_iterdatapipe"
+    "test_http_reader_iterdatapipe"
+    "test_on_disk_cache_holder_iterdatapipe"
+  ];
+
+  disabledTestPaths = [
+    # FIXME: This test relies on a newer (unstable) version of torchtext
+    "test/test_text_examples.py"
+  ];
+
+  pythonImportsCheck = [ "torchdata" ];
+
+  meta = with lib; {
+    description = "A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.";
+    homepage = "github.com/pytorch/data";
+    license = licenses.bsd3;
+    maintainers = with maintainers; [  ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 989fcc901e5b8..603bc9ff05a6c 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -9911,6 +9911,8 @@ in {
 
   torchaudio-bin = callPackage ../development/python-modules/torchaudio/bin.nix { };
 
+  torchdata = callPackage ../development/python-modules/torchdata { };
+
   torchgpipe = callPackage ../development/python-modules/torchgpipe { };
 
   torchinfo = callPackage ../development/python-modules/torchinfo { };