ModelDeployment

from modal_training_gym.common.deployment import ModelDeployment

A deployed model endpoint.

Constructor

ModelDeployment(**data)

Parameter	Type	Default	Description

Attributes

Attribute	Type	Default	Description
deployment_id	str
deployment_config	DeploymentConfig
modal_app_id	str
modal_app_url	str
url	str
status	str

Methods

generate(self, prompt: 'str', ensure_ready: 'bool' = True, **kwargs) -> 'str'

list_deployments() -> "dict[str, 'ModelDeployment']"

save(self) -> 'None'

wait_until_ready(self, timeout: 'int' = 600) -> 'None'

Related Tutorials

• Multi-turn number-guessing RL with custom generate and reward functions
• DAPO on math with Qwen3-4B

Source: modal_training_gym/common/deployment.py