diff --git a/declearn/__init__.py b/declearn/__init__.py
index 0e52c31b2cab3e2cb4cf6e978c54270d9a90095a..287df3c4557a4b485f7e8b2093735fd518b8b70e 100644
--- a/declearn/__init__.py
+++ b/declearn/__init__.py
@@ -15,15 +15,15 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-"""Declearn - a python package for private decentralized learning.
+"""DecLearn - a modular and extensible framework for Federated Learning.
 
-Declearn is a modular framework to set up and run federated learning
+DecLearn is a modular framework to set up and run federated learning
 processes. It is being developed by the MAGNET team of INRIA Lille,
 with the aim of providing users with a modular and extensible framework
 to implement federated learning algorithms and apply them to real-world
 (or simulated) data using any common machine learning framework.
 
-Declearn provides with abstractions that enable algorithms to be written
+DecLearn provides with abstractions that enable algorithms to be written
 agnostic to the actual computation framework as well as with workable
 interfaces that cover some of the most popular frameworks, such as
 Scikit-Learn, TensorFlow and PyTorch.
diff --git a/pyproject.toml b/pyproject.toml
index 13163b577144f87ee587e488a82e66d958fef5c3..d524e2e661e2559cbc77ceb7477cd1c9b1bc4df3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,8 +8,9 @@ requires = [
 
 [project]
 name = "declearn"
-version = "2.6.0.dev2"
-description = "Declearn - a python package for private decentralized learning."
+description = """
+DecLearn - a modular and extensible framework for Federated Learning.
+"""
 readme = "README.md"
 requires-python = ">=3.8"
 license = {file = "LICENSE"}