diff --git a/setup.py b/setup.py
index 1d6df3bb5c..9f83cab8d7 100644
--- a/setup.py
+++ b/setup.py
@@ -202,7 +202,7 @@ deps = {b: a for a, b in (re.findall(r"^(([^!=<>~ ]+)(?:[!=<>~ ].*)?$)", x)[0] f
 # You can then feed this for example to `pip`:
 #
 # pip install -U $(python -c 'import sys; from transformers.dependency_versions_table import deps; \
-# print(" ".join([ deps[x] for x in sys.argv[1:]]))' tokenizers datasets)
+# print(" ".join([deps[x] for x in sys.argv[1:]]))' tokenizers datasets)
 #
 
 
@@ -423,8 +423,8 @@ setup(
     description="State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow",
     long_description=open("README.md", "r", encoding="utf-8").read(),
     long_description_content_type="text/markdown",
-    keywords="NLP vision speech deep learning transformer pytorch tensorflow BERT GPT-2 Wav2Vec2 ViT",
-    license="Apache",
+    keywords="NLP vision speech deep learning transformer pytorch tensorflow jax BERT GPT-2 Wav2Vec2 ViT",
+    license="Apache 2.0 License",
     url="https://github.com/huggingface/transformers",
     package_dir={"": "src"},
     packages=find_packages("src"),
@@ -446,6 +446,7 @@ setup(
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Topic :: Scientific/Engineering :: Artificial Intelligence",
     ],
     cmdclass={"deps_table_update": DepsTableUpdateCommand},