Scripts

Bundled resources for model-deployment-helper skill

deploy_model.py Automates the model deployment process, handling environment setup, dependency installation, and model serving configuration.
monitor_model.py Monitors model performance in production, tracking metrics like latency, throughput, and accuracy, and triggers alerts for anomalies.
rollback_model.py Provides a mechanism to quickly rollback to a previous model version in case of issues with the deployed model.
validate_model_config.py Validates the model configuration file to ensure it adheres to the required schema and contains all necessary parameters.