diff --git a/featomic-torch/CHANGELOG.md b/featomic-torch/CHANGELOG.md
index fd004688c..884341288 100644
--- a/featomic-torch/CHANGELOG.md
+++ b/featomic-torch/CHANGELOG.md
@@ -17,6 +17,8 @@ a changelog](https://keepachangelog.com/en/1.1.0/) format. This project follows
 ### Removed
 -->
 
+## [Version 0.6.0](https://github.com/metatensor/featomic/releases/tag/featomic-torch-v0.6.0) - 2025-01-07
+
 ### Added
 
 - C++ and Python TorchScript bindings to `featomic`, making all calculators
diff --git a/featomic-torch/VERSION b/featomic-torch/VERSION
index e312c7d61..a918a2aa1 100644
--- a/featomic-torch/VERSION
+++ b/featomic-torch/VERSION
@@ -1 +1 @@
-0.6.0-rc2
+0.6.0
diff --git a/featomic-torch/tests/cmake-project/CMakeLists.txt b/featomic-torch/tests/cmake-project/CMakeLists.txt
index fc106c81a..2dc9443ea 100644
--- a/featomic-torch/tests/cmake-project/CMakeLists.txt
+++ b/featomic-torch/tests/cmake-project/CMakeLists.txt
@@ -6,7 +6,7 @@ project(featomic-torch-test-cmake-project CXX)
 # We need to update the REQUIRED_FEATOMIC_VERSION in the same way we update the
 # featomic version for dev builds
 include(../../cmake/dev-versions.cmake)
-set(REQUIRED_FEATOMIC_TORCH_VERSION "0.6.0-rc2")
+set(REQUIRED_FEATOMIC_TORCH_VERSION "0.6.0")
 create_development_version("${REQUIRED_FEATOMIC_TORCH_VERSION}" FEATOMIC_TORCH_FULL_VERSION "featomic-torch-v")
 string(REGEX REPLACE "([0-9]*)\\.([0-9]*).*" "\\1.\\2" REQUIRED_FEATOMIC_TORCH_VERSION ${FEATOMIC_TORCH_FULL_VERSION})
 find_package(featomic_torch ${REQUIRED_FEATOMIC_TORCH_VERSION} REQUIRED)
diff --git a/featomic/CHANGELOG.md b/featomic/CHANGELOG.md
index 31b7ae92f..769b6ffa6 100644
--- a/featomic/CHANGELOG.md
+++ b/featomic/CHANGELOG.md
@@ -17,7 +17,7 @@ a changelog](https://keepachangelog.com/en/1.1.0/) format. This project follows
 ### Removed
 -->
 
-## [Version 0.6.0](https://github.com/metatensor/metatensor/releases/tag/featomic-v0.6.0) - 2024-12-20
+## [Version 0.6.0](https://github.com/metatensor/featomic/releases/tag/featomic-v0.6.0) - 2024-12-20
 
 ### Added
 
diff --git a/python/featomic_torch/build-backend/backend.py b/python/featomic_torch/build-backend/backend.py
index eff280bd6..9db6bdeba 100644
--- a/python/featomic_torch/build-backend/backend.py
+++ b/python/featomic_torch/build-backend/backend.py
@@ -22,7 +22,7 @@
     FEATOMIC_DEP = f"featomic @ file://{FEATOMIC_SRC}"
 else:
     # we are building from a sdist
-    FEATOMIC_DEP = "featomic >=0.6.0.rc1,<0.7.0"
+    FEATOMIC_DEP = "featomic >=0.6.0,<0.7.0"
 
 FORCED_TORCH_VERSION = os.environ.get("FEATOMIC_TORCH_BUILD_WITH_TORCH_VERSION")
 if FORCED_TORCH_VERSION is not None:
diff --git a/python/featomic_torch/setup.py b/python/featomic_torch/setup.py
index 0112f0872..e6a449312 100644
--- a/python/featomic_torch/setup.py
+++ b/python/featomic_torch/setup.py
@@ -354,7 +354,7 @@ def create_version_number(version):
         install_requires.append(f"featomic @ file://{FEATOMIC_PYTHON_SRC}")
     else:
         # we are building from a sdist/installing from a wheel
-        install_requires.append("featomic >=0.6.0.rc1,<0.7.0")
+        install_requires.append("featomic >=0.6.0,<0.7.0")
 
     setup(
         version=version,