diff --git a/pkgs/development/python-modules/gliner/default.nix b/pkgs/development/python-modules/gliner/default.nix
new file mode 100644
index 000000000000..77583b257065
--- /dev/null
+++ b/pkgs/development/python-modules/gliner/default.nix
@@ -0,0 +1,60 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # build-system
+  setuptools,
+
+  # dependencies
+  huggingface-hub,
+  onnxruntime,
+  sentencepiece,
+  torch,
+  tqdm,
+  transformers,
+}:
+
+buildPythonPackage rec {
+  pname = "gliner";
+  version = "0.2.20";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "urchade";
+    repo = "GLiNER";
+    tag = "v${version}";
+    hash = "sha256-aWBDnaiq9Z30YT4sszEVk1WAyU4aH8SFD6ESOBkT2ds=";
+  };
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    huggingface-hub
+    onnxruntime
+    sentencepiece
+    torch
+    tqdm
+    transformers
+  ];
+
+  pythonImportsCheck = [ "gliner" ];
+
+  # All tests require internet
+  doCheck = false;
+
+  meta = {
+    description = "Generalist and Lightweight Model for Named Entity Recognition";
+    homepage = "https://github.com/urchade/GLiNER";
+    changelog = "https://github.com/urchade/GLiNER/releases/tag/v${version}";
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+    badPlatforms = [
+      # terminate called after throwing an instance of 'onnxruntime::OnnxRuntimeException'
+      # Attempt to use DefaultLogger but none has been registered.
+      "aarch64-linux"
+    ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 85461c1feb53..b75310f7202b 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -5688,6 +5688,8 @@ self: super: with self; {
 
   glfw = callPackage ../development/python-modules/glfw { };
 
+  gliner = callPackage ../development/python-modules/gliner { };
+
   glob2 = callPackage ../development/python-modules/glob2 { };
 
   globus-sdk = callPackage ../development/python-modules/globus-sdk { };