diff --git a/pkgs/development/python-modules/curated-transformers/default.nix b/pkgs/development/python-modules/curated-transformers/default.nix
new file mode 100644
index 000000000000..32a52a5fd06a
--- /dev/null
+++ b/pkgs/development/python-modules/curated-transformers/default.nix
@@ -0,0 +1,36 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  setuptools,
+  torch,
+}:
+
+buildPythonPackage rec {
+  pname = "curated-transformers";
+  version = "0.1.1";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "explosion";
+    repo = "curated-transformers";
+    tag = "v${version}";
+    hash = "sha256-QhJZnQIa9TilwdQCUlxnQCEc6Suj669cht6WHUAr/Gw=";
+  };
+
+  build-system = [ setuptools ];
+
+  dependencies = [ torch ];
+
+  # Unit tests are hard to use, since most tests rely on downloading
+  # models from Hugging Face Hub.
+  pythonImportCheck = [ "curated_transformers" ];
+
+  meta = with lib; {
+    description = "PyTorch library of curated Transformer models and their composable components";
+    homepage = "https://github.com/explosion/curated-transformers";
+    changelog = "https://github.com/explosion/curated-transformers/releases/tag/v${version}";
+    license = licenses.mit;
+    maintainers = with maintainers; [ danieldk ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 585511d44bf1..6af7b60b7a02 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -2793,6 +2793,8 @@ self: super: with self; {
 
   curated-tokenizers = callPackage ../development/python-modules/curated-tokenizers { };
 
+  curated-transformers = callPackage ../development/python-modules/curated-transformers { };
+
   customtkinter = callPackage ../development/python-modules/customtkinter { };
 
   cucumber-tag-expressions = callPackage ../development/python-modules/cucumber-tag-expressions { };