Do environment variables overwrite the parameters passed to wandb.init()?

No. Arguments passed to wandb.init take priority over environment variables.

Arguments passed to wandb.init override environment variables. To set a default directory other than the system default when the environment variable isn’t set, use wandb.init(dir=os.getenv("WANDB_DIR", my_default_override)).

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Environment Variables