Docs: Fix typo in pruning callback

docs/source-app/examples/file_server/file_server_step_2.rst

@@ -22,7 +22,7 @@ Once the file is uploaded, we are putting the file into the :class:`~lightning.a
 Implement the fist_files method
 *******************************
 
-First, in this method, we get the file in the file server filesystem, if available in the Drive. Once done, we list the the files under the provided paths and return the results.
+First, in this method, we get the file in the file server filesystem, if available in the Drive. Once done, we list the files under the provided paths and return the results.
 
 .. literalinclude:: ./app.py
     :lines: 12, 100-130

docs/source-app/index.rst

@@ -55,7 +55,7 @@ Build models, ML components and full stack AI apps ⚡ *Lightning fast*.
 Build self-contained, components
 ********************************
 Use Lightning, the hyper-minimalistic framework, to build machine learning components that can plug into existing ML workflows.
-A Lightning component organizes arbitrary code to run on the cloud, manage its own infrastructure, cloud costs, networking, and more.
+A Lightning component organizes arbitrary code to run on the cloud, manages its own infrastructure, cloud costs, networking, and more.
 Focus on component logic and not engineering.
 
 Use components on their own, or compose them into full-stack AI apps with our next-generation Lightning orchestrator.

docs/source-app/testing.rst

@@ -85,7 +85,7 @@ We will discuss ``application_testing`` in a bit, but first let's review the str
 LightningTestApp
 ^^^^^^^^^^^^^^^^^
 
-The :class:`lightning.app.testing.testing.LightningTestApp` class is available to use for provisioning and setting up your testing needs. Note that you do not need this class to move forward with testing. Any application that inherits ``LightningApp`` should suffice as long as you override the correct methods. Reviewing the TestLightnigApp we see some overrides that are already there. Please revuew the class for more information.
+The :class:`lightning.app.testing.testing.LightningTestApp` class is available to use for provisioning and setting up your testing needs. Note that you do not need this class to move forward with testing. Any application that inherits ``LightningApp`` should suffice as long as you override the correct methods. Reviewing the TestLightnigApp we see some overrides that are already there. Please review the class for more information.
 
 .. code-block:: python
 

docs/source-app/workflows/build_lightning_component/publish_a_component.rst

@@ -2,7 +2,7 @@
 Publish a Lightning Component
 #############################
 
-**Audience:** Users who want to build a Ligthtning Component (Component) to publish to the Lightning Gallery
+**Audience:** Users who want to build a Lightning Component (Component) to publish to the Lightning Gallery
 
 ----
 

src/lightning/pytorch/callbacks/pruning.py

@@ -205,7 +205,7 @@ def __init__(
             raise MisconfigurationException(
                 f"`pruning_fn` is expected to be a str in {list(_PYTORCH_PRUNING_FUNCTIONS.keys())}"
                 f" or a PyTorch `BasePruningMethod`. Found: {pruning_fn}."
-                " HINT: if passing a `BasePruningMethod`, pass the the class, not an instance"
+                " HINT: if passing a `BasePruningMethod`, pass the class, not an instance"
             )
 
         # need to ignore typing here since pytorch base class does not define the PRUNING_TYPE attribute