diff --git a/.github/release.yml b/.github/release.yml
index 76caf0a585e..8ca5b59679c 100644
--- a/.github/release.yml
+++ b/.github/release.yml
@@ -1,7 +1,7 @@
 changelog:
   exclude:
     authors:
-      - dependabot[bot]
+      - app/dependabot
   categories:
     - title: Backwards-incompatible changes
       labels:
diff --git a/docs/conf.py b/docs/conf.py
index ec721bfff9d..4078970c2e4 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -50,8 +50,7 @@
 # This pattern also affects html_static_path and html_extra_path.
 exclude_patterns = ['_build']
 
-# Sphinx 3.0+ required for:
-# autodoc_typehints_description_target = "documented"
+# Sphinx 4.0+ required for autodoc_typehints_description_traget
 needs_sphinx = '4.0'
 
 nitpicky = True
diff --git a/docs/user/contributing.rst b/docs/user/contributing.rst
index 91b8b4d3ab4..2d5b173cc15 100644
--- a/docs/user/contributing.rst
+++ b/docs/user/contributing.rst
@@ -88,7 +88,7 @@ These tests require `pytest <https://docs.pytest.org/en/stable/>`_ and `pytest-c
 Linters
 -------
 
-In order to remain `PEP-8 <https://peps.python.org/pep-0008/>`_ compliant and maintain a high-quality codebase, we use a couple of linting tools:
+In order to remain `PEP-8 <https://peps.python.org/pep-0008/>`_ compliant and maintain a high-quality codebase, we use a few linting tools:
 
 * `ruff <https://docs.astral.sh/ruff/>`_ for code formatting
 * `mypy <https://mypy.readthedocs.io/en/stable/>`_ for static type analysis
@@ -98,8 +98,8 @@ These tools should be used from the root of the project to ensure that our confi
 
 .. code-block:: console
 
-   $ ruff check
    $ ruff format
+   $ ruff check
 
 
 Mypy won't fix your code for you, but will warn you about potential issues with your code:
@@ -164,7 +164,7 @@ The resulting HTML files can be found in ``_build/html``. Open ``index.html`` in
 Tutorials
 ---------
 
-TorchGeo has a number of tutorials included in the documentation that can be run in `Google Colab <https://colab.research.google.com/>`_. These Jupyter notebooks are tested before each release to make sure that they still run properly. To test these locally, install `pytest <https://docs.pytest.org/en/stable/>`_ and `nbmake <https://github.com/treebeardtech/nbmake>`_ and run:
+TorchGeo has a number of tutorials included in the documentation that can be run in `Lightning Studios <https://lightning.ai/studios>`_ and `Google Colab <https://colab.research.google.com/>`_. These Jupyter notebooks are tested before each release to make sure that they still run properly. To test these locally, install `pytest <https://docs.pytest.org/en/stable/>`_ and `nbmake <https://github.com/treebeardtech/nbmake>`_ and run:
 
 .. code-block:: console
 
diff --git a/pyproject.toml b/pyproject.toml
index 97d326961de..3a2c2319ee6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ docs = [
     "nbsphinx>=0.8.5",
     # release versions missing files, must install from master
     "pytorch-sphinx-theme",
-    # sphinx 4+ required for autodoc_typehints_description_target = documented
+    # sphinx 4+ required for autodoc_typehints_description_target
     # sphinx 6+ is incompatible with pytorch-sphinx-theme
     # https://github.com/pytorch/pytorch_sphinx_theme/issues/175
     "sphinx>=4,<6",
@@ -226,12 +226,15 @@ filterwarnings = [
     "ignore:Deprecated call to `pkg_resources.declare_namespace:DeprecationWarning",
     "ignore:pkg_resources is deprecated as an API.:DeprecationWarning:lightning_utilities.core.imports",
     "ignore:Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated:DeprecationWarning:jsonargparse",
+    "ignore:`ModuleAvailableCache` is a special case of `RequirementCache`.:DeprecationWarning:lightning.fabric.plugins.environments.xla",
     # https://github.com/pytorch/pytorch/issues/110549
     "ignore:allow_ops_in_compiled_graph failed to import torch:ImportWarning:einops",
     # https://github.com/rr-/docstring_parser/pull/82
     "ignore:ast.* is deprecated and will be removed in Python 3.14:DeprecationWarning:docstring_parser.attrdoc",
     # https://github.com/python/cpython/pull/102953
     "ignore:Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata:DeprecationWarning:torchgeo.datasets.utils",
+    "ignore:Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata:DeprecationWarning:torchgeo.datasets.digital_typhoon",
+    "ignore:Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata:DeprecationWarning:torchvision.datasets.utils",
     # https://github.com/kornia/kornia/pull/2967
     "ignore:`torch.cuda.amp.custom_fwd\\(args...\\)` is deprecated.:FutureWarning:kornia.feature.lightglue",
     # https://github.com/kornia/kornia/pull/2981
diff --git a/tests/conftest.py b/tests/conftest.py
index 7d622c3977c..1f5c09a8bb0 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,6 +1,7 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # Licensed under the MIT License.
 
+from pathlib import Path
 from typing import Any
 
 import pytest
@@ -16,3 +17,8 @@ def load(*args: Any, progress: bool = False, **kwargs: Any) -> Any:
 @pytest.fixture
 def load_state_dict_from_url(monkeypatch: MonkeyPatch) -> None:
     monkeypatch.setattr(torchvision.models._api, 'load_state_dict_from_url', load)
+
+
+@pytest.fixture(autouse=True)
+def torch_hub(tmp_path: Path) -> None:
+    torch.hub.set_dir(tmp_path)  # type: ignore[no-untyped-call]
diff --git a/torchgeo/__init__.py b/torchgeo/__init__.py
index 5574da2f7eb..8b36139d831 100644
--- a/torchgeo/__init__.py
+++ b/torchgeo/__init__.py
@@ -11,4 +11,4 @@
 """
 
 __author__ = 'Adam J. Stewart'
-__version__ = '0.6.0.dev0'
+__version__ = '0.6.0'
diff --git a/torchgeo/datamodules/digital_typhoon.py b/torchgeo/datamodules/digital_typhoon.py
index 11874aba8de..ce799bf3d52 100644
--- a/torchgeo/datamodules/digital_typhoon.py
+++ b/torchgeo/datamodules/digital_typhoon.py
@@ -16,7 +16,10 @@
 
 
 class DigitalTyphoonDataModule(NonGeoDataModule):
-    """Digital Typhoon Data Module."""
+    """Digital Typhoon Data Module.
+
+    .. versionadded:: 0.6
+    """
 
     valid_split_types = ('time', 'typhoon_id')
 
diff --git a/torchgeo/datamodules/geonrw.py b/torchgeo/datamodules/geonrw.py
index 8540b8276c2..c67753673ac 100644
--- a/torchgeo/datamodules/geonrw.py
+++ b/torchgeo/datamodules/geonrw.py
@@ -21,7 +21,7 @@ class GeoNRWDataModule(NonGeoDataModule):
     Implements 80/20 train/val splits based on city locations.
     See :func:`setup` for more details.
 
-    .. versionadded: 0.6
+    .. versionadded:: 0.6
     """
 
     def __init__(
diff --git a/torchgeo/datasets/eurocrops.py b/torchgeo/datasets/eurocrops.py
index cb5bb2a5bc5..d2087e4b38d 100644
--- a/torchgeo/datasets/eurocrops.py
+++ b/torchgeo/datasets/eurocrops.py
@@ -31,8 +31,9 @@ class EuroCrops(VectorDataset):
     is tagged with a "EC_hcat_n" attribute indicating the harmonized crop name grown
     within the polygon in the year associated with the shapefile.
 
-    If you use this dataset in your research, please follow the citation guidelines at
-    https://github.com/maja601/EuroCrops#reference.
+    If you use this dataset in your research, please follow the citation guidelines at:
+
+    * https://github.com/maja601/EuroCrops#reference.
 
     .. versionadded:: 0.6
     """
diff --git a/torchgeo/datasets/levircd.py b/torchgeo/datasets/levircd.py
index e664365ab2d..fdff569dc19 100644
--- a/torchgeo/datasets/levircd.py
+++ b/torchgeo/datasets/levircd.py
@@ -329,8 +329,6 @@ class LEVIRCDPlus(LEVIRCDBase):
     If you use this dataset in your research, please cite the following paper:
 
     * https://arxiv.org/abs/2107.09244
-
-    .. versionchanged:: 0.6
     """
 
     url = 'https://drive.google.com/file/d/1JamSsxiytXdzAIk6VDVWfc-OsX-81U81'
diff --git a/torchgeo/trainers/byol.py b/torchgeo/trainers/byol.py
index 38aac522b9d..6cd4f50f8c5 100644
--- a/torchgeo/trainers/byol.py
+++ b/torchgeo/trainers/byol.py
@@ -122,8 +122,8 @@ class BackboneWrapper(nn.Module):
     * The output of the encoding layer is passed through the projection head
     * The forward call returns the output of the projection head
 
-    .. versionchanged 0.4: Name changed from *EncoderWrapper* to
-       *BackboneWrapper*.
+    .. versionchanged:: 0.4
+       Name changed from *EncoderWrapper* to *BackboneWrapper*.
     """
 
     def __init__(
diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py
index afd71521002..9eccda2f0f8 100644
--- a/torchgeo/trainers/segmentation.py
+++ b/torchgeo/trainers/segmentation.py
@@ -77,7 +77,7 @@ class and used with 'ce' loss.
            were renamed to *model*, *backbone*, and *weights*.
 
         .. versionadded:: 0.5
-            The *class_weights*, *freeze_backbone*, and *freeze_decoder* parameters.
+           The *class_weights*, *freeze_backbone*, and *freeze_decoder* parameters.
 
         .. versionchanged:: 0.5
            The *weights* parameter now supports WeightEnums and checkpoint paths.
@@ -85,7 +85,7 @@ class and used with 'ce' loss.
            *lr* and *patience*.
 
         .. versionchanged:: 0.6
-            The *ignore_index* parameter now works for jaccard loss.
+           The *ignore_index* parameter now works for jaccard loss.
         """
         self.weights = weights
         super().__init__(ignore='weights')