> ## 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.

# Do I need to provide values for all hyperparameters as part of the W&B Sweep. Can I set defaults?

Access hyperparameter names and values from the sweep configuration using `(run.config())`, which acts like a dictionary.

For runs outside a sweep, set `wandb.Run.config()` values by passing a dictionary to the `config` argument in `wandb.init()`. In a sweep, any configuration supplied to `wandb.init()` serves as a default value, which the sweep can override.

Use `rwandb.Run.config.setdefaults()` for explicit behavior. The following code snippets illustrate both methods:

<Tabs>
  <Tab title="wandb.init()">
    ```python theme={null}
    # Set default values for hyperparameters
    config_defaults = {"lr": 0.1, "batch_size": 256}

    # Start a run and provide defaults
    # that a sweep can override
    with wandb.init(config=config_defaults) as run:
        # Add training code here
        ...
    ```
  </Tab>

  <Tab title="config.setdefaults()">
    ```python theme={null}
    # Set default values for hyperparameters
    config_defaults = {"lr": 0.1, "batch_size": 256}

    # Start a run
    with wandb.init() as run:
        # Update any values not set by the sweep
        run.config.setdefaults(config_defaults)

        # Add training code here
    ```
  </Tab>
</Tabs>

***

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