> ## Documentation Index
> Fetch the complete documentation index at: https://wb-21fd5541-docs-1917.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Best practices to organize hyperparameter searches

Set unique tags with `wandb.init(tags='your_tag')`. This allows efficient filtering of project runs by selecting the corresponding tag in a Project Page's Runs Table.

For more information on `wandb.init()`, see the [`wandb.init()` reference](/models/ref/python/functions/init).

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<Badge stroke shape="pill" color="orange" size="md">[Hyperparameter](/support/models/tags/hyperparameter)</Badge><Badge stroke shape="pill" color="orange" size="md">[Sweeps](/support/models/tags/sweeps)</Badge><Badge stroke shape="pill" color="orange" size="md">[Runs](/support/models/tags/runs)</Badge>