fixing various typos

[Borda]

What does this PR do?

Improving the docs experience

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📚 Documentation preview 📚: https://pytorch-lightning--20893.org.readthedocs.build/en/20893/

[github-actions]

⚡ Required checks status: All passing 🟢

Groups summary

🟢 pytorch_lightning: Tests workflow

Check ID	Status
pl-cpu-guardian	success	✅

These checks are required after the changes to .actions/assistant.py, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning_fabric/__version__.py, src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, src/pytorch_lightning/__version__.py, tests/tests_pytorch/callbacks/test_throughput_monitor.py, tests/tests_pytorch/checkpointing/test_model_checkpoint.py, tests/tests_pytorch/core/test_lightning_optimizer.py, tests/tests_pytorch/models/test_cpu.py, tests/tests_pytorch/models/test_restore.py, tests/tests_pytorch/plugins/test_checkpoint_io_plugin.py, tests/tests_pytorch/strategies/launchers/test_multiprocessing.py, tests/tests_pytorch/strategies/test_fsdp.py, tests/tests_pytorch/test_cli.py, tests/tests_pytorch/trainer/connectors/test_accelerator_connector.py, pyproject.toml.

🟢 pytorch_lightning: Azure GPU

Check ID	Status
pytorch-lightning (GPUs) (testing Lightning | latest)	success	✅
pytorch-lightning (GPUs) (testing PyTorch | latest)	success	✅

These checks are required after the changes to .actions/assistant.py, src/lightning/__version__.py, src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, src/pytorch_lightning/__version__.py, tests/tests_pytorch/callbacks/test_throughput_monitor.py, tests/tests_pytorch/checkpointing/test_model_checkpoint.py, tests/tests_pytorch/core/test_lightning_optimizer.py, tests/tests_pytorch/models/test_cpu.py, tests/tests_pytorch/models/test_restore.py, tests/tests_pytorch/plugins/test_checkpoint_io_plugin.py, tests/tests_pytorch/strategies/launchers/test_multiprocessing.py, tests/tests_pytorch/strategies/test_fsdp.py, tests/tests_pytorch/test_cli.py, tests/tests_pytorch/trainer/connectors/test_accelerator_connector.py, pyproject.toml, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning_fabric/__version__.py.

🟢 pytorch_lightning: Benchmarks

Check ID	Status
lightning.Benchmarks	success	✅

These checks are required after the changes to src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, tests/parity_fabric/test_parity_ddp.py.

🟢 fabric: Docs

Check ID	Status
docs-make (fabric, doctest)	success	✅
docs-make (fabric, html)	success	✅

These checks are required after the changes to src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning_fabric/__version__.py, setup.py, pyproject.toml.

🟢 pytorch_lightning: Docs

Check ID	Status
docs-make (pytorch, doctest)	success	✅
docs-make (pytorch, html)	success	✅

These checks are required after the changes to src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, src/pytorch_lightning/__version__.py, .actions/assistant.py, setup.py, pyproject.toml.

🟢 pytorch_lightning: Docker

Check ID	Status
build-cuda (3.10, 2.1.2, 12.1.1)	success	✅
build-cuda (3.11, 2.2.2, 12.1.1)	success	✅
build-cuda (3.11, 2.3.1, 12.1.1)	success	✅
build-cuda (3.11, 2.4.1, 12.1.1)	success	✅
build-cuda (3.12, 2.5.1, 12.1.1)	success	✅
build-cuda (3.12, 2.6.0, 12.4.1)	success	✅
build-pl (3.10, 2.1, 12.1.1)	success	✅
build-pl (3.11, 2.2, 12.1.1)	success	✅
build-pl (3.11, 2.3, 12.1.1)	success	✅
build-pl (3.11, 2.4, 12.1.1)	success	✅
build-pl (3.12, 2.5, 12.1.1)	success	✅
build-pl (3.12, 2.6, 12.4.1)	success	✅
build-pl (3.12, 2.7, 12.6.3, true)	success	✅

These checks are required after the changes to .actions/assistant.py, dockers/base-cuda/Dockerfile, setup.py.

🟢 lightning_fabric: CPU workflow

Check ID	Status
fabric-cpu-guardian	success	✅

These checks are required after the changes to .actions/assistant.py, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning_fabric/__version__.py, tests/tests_fabric/plugins/environments/test_slurm.py, tests/tests_fabric/strategies/test_ddp_integration.py, tests/tests_fabric/strategies/test_fsdp_integration.py, tests/tests_fabric/test_connector.py, pyproject.toml.

🟢 lightning_fabric: Azure GPU

Check ID	Status
lightning-fabric (GPUs) (testing Fabric | latest)	success	✅
lightning-fabric (GPUs) (testing Lightning | latest)	success	✅

These checks are required after the changes to .actions/assistant.py, examples/fabric/build_your_own_trainer/trainer.py, examples/fabric/meta_learning/train_fabric.py, examples/fabric/meta_learning/train_torch.py, src/lightning/__version__.py, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning_fabric/__version__.py, tests/tests_fabric/plugins/environments/test_slurm.py, tests/tests_fabric/strategies/test_ddp_integration.py, tests/tests_fabric/strategies/test_fsdp_integration.py, tests/tests_fabric/test_connector.py, pyproject.toml.

🟢 mypy

Check ID	Status
mypy	success	✅

These checks are required after the changes to .actions/assistant.py, src/lightning/__version__.py, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, src/lightning_fabric/__version__.py, src/pytorch_lightning/__version__.py, pyproject.toml.

🟢 install

Check ID	Status
install-pkg-guardian	success	✅

These checks are required after the changes to .actions/assistant.py, setup.py, src/lightning/__version__.py, src/lightning/fabric/connector.py, src/lightning/fabric/fabric.py, src/lightning/fabric/strategies/parallel.py, src/lightning/pytorch/callbacks/progress/rich_progress.py, src/lightning/pytorch/core/module.py, src/lightning/pytorch/demos/transformer.py, src/lightning/pytorch/strategies/parallel.py, src/lightning/pytorch/trainer/connectors/accelerator_connector.py, src/lightning_fabric/__version__.py, src/pytorch_lightning/__version__.py.

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Thank you for your contribution! 💜

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 87%. Comparing base (64b2b6a) to head (521af2b).
⚠️ Report is 202 commits behind head on master.
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@           Coverage Diff           @@
##           master   #20893   +/-   ##
=======================================
  Coverage      87%      87%           
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  Files         268      268           
  Lines       23442    23442           
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  Hits        20391    20391           
  Misses       3051     3051