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real_lightning_component_implementations.rst

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Level 2: Explore real component implementations

Audience: Users who want to deeply understand what is possible with Lightning components.

Prereqs: You must have finished level 1.


Real component examples

Use this guide to understand what is happening in each type of component. These are a few prototypical components. Since each component organizes Python, you can build virtually infinite components for any use-case you can think of.


Ex: PyTorch + Lightning Trainer

This example shows how to train PyTorch with the Lightning trainer on your machine or cloud GPUs without code changes.

Run the component on the cloud:


Ex: Deploy a PyTorch API endpoint

This example shows how to deploy PyTorch and create an API

Run the component on the cloud:


Next: Save on cloud costs

Let's review key lightning features to help you run components more efficiently on the cloud so you can save on cloud costs.

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