Deploifai

Deploifai is a platform designed to manage cloud infrastructure for machine learning projects, allowing users to focus on building their projects. It automates cloud infrastructure to support datasets, training and fine-tuning tasks, and deployments to the cloud, providing a SaaS-like experience on the user's own cloud service.

How to Use

Connect your cloud account to Deploifai. Use Deploifai to manage datasets, train models, optimize and retrain models, and deploy them. Utilize the VS Code extension to manage training servers and browse datasets directly from your IDE. Leverage the community MLFlow server for experiment tracking.

Key Features

• Automated cloud infrastructure management for ML projects
• Dataset management
• Model training and fine-tuning
• Model optimization and retraining
• Model deployment
• Integration with Visual Studio Code
• Community MLFlow server

Use Cases

• Managing cloud resources for machine learning projects
• Training and deploying machine learning models
• Tracking and comparing experiments with MLFlow
• Data engineering and dataset management
• Connecting to training servers from IDE