pb.deployments.create

Note: This method is for creating a private serverless deployment. You can also query base or fine-tuned models via shared endpoints.

pb.deployments.create

     Create a new private serverless deployment

Parameters:

       name: str
       Name of the private serverless deployment

       description: str, default None
       Description for the deployment

       config: Deployment Config

Returns:

       Deployment

Example:

Create a new private serverless deployment

pb.deployments.create(
    name="my-mistral-7b",
    config=DeploymentConfig(
        base_model="mistral-7b-instruct-v0-2",
        # cooldown_time=3600, # Value in seconds, defaults to 3600 (1hr)
        min_replicas=0,  # Auto-scales to 0 replicas when not in use
        max_replicas=1
    )
    # description="", # Optional
)

Notes

• base_model can be either the Hugging Face repo/model path, or a short name from the list of available models.
• A very large number of (advanced) deployment parameters are configured by the custom_args field of `DeploymentConfig. See the custom_args section of DeploymentConfig for more information. :::