[Docs Update] Sharding

[jacobprall]

Documentation Area

Indicate the area of the documentation that needs updating (e.g., API reference, user guide, tutorials, etc.).

Current Documentation Link

Provide a link to the current documentation that needs updating (if applicable).

[Link to the current documentation]

Description of Changes

Describe the changes you would like to see in the documentation.

Rationale

Explain why these changes are necessary or how they improve the documentation.

Examples and Code Snippets

Include any examples or code snippets that should be added to the documentation.

Example 1

Example 2

Additional Context and Relevant Repos

Provide any additional context or information that will help in making the necessary updates.