Prepare for 2.4.6 release (#4444)

* fix loading checkpoints for the fine tuning

* add test to check label dispatch

* add changelog

* increase version

* fix linter

Author: kprokofi

CHANGELOG.md

@@ -2,6 +2,23 @@
 
 All notable changes to this project will be documented in this file.
 
+## \[2.4.6\]
+
+### Bug fixes
+
+- Fix label info dispatching
+  (<https://github.com/open-edge-platform/training_extensions/pull/4443>)
+
+## \[2.4.5\]
+
+### Bug fixes
+
+- Fix UFlow by adding self.\_setup in UFlow model
+  (<https://github.com/open-edge-platform/training_extensions/pull/4431>)
+- Fix loading/saving checkpoints in OTX
+  (<https://github.com/open-edge-platform/training_extensions/pull/4433>,
+  <https://github.com/open-edge-platform/training_extensions/pull/4438>)
+
 ## \[2.4.4\]
 
 ### Bug fixes

src/otx/__init__.py

@@ -3,7 +3,7 @@
 # Copyright (C) 2024-2025 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "2.4.5"
+__version__ = "2.4.6"
 
 import os
 from pathlib import Path