Model Packing and Shipping with Python

Model Packing and Shipping with Python

mars 23, 2024 · The Ubuntu TechHive North America (Atlanta, Georgia, USA)

🚀 Join us for an exciting Ubuntu TechHive meetup where we'll delve into packaging and deploying AI models together with AI apps using Infrastructure as Code techniques and containers! Whether you're new to the field or looking to expand your knowledge, this beginner-friendly session is designed to walk you through the process step by step.

🎯 Agenda:

  • Introduction: Get acquainted with the concept of packaging and deploying AI models and apps.
  • Manual Process: Explore the manual process of packaging AI models and apps.
  • Infrastructure as Code (IaC) Tooling: Discover the use of IaC tooling for Continuous Integration and Continuous Delivery.
  • Tooling: Learn about various tools such as Golang, Echo, HTMX, Javascript, Python, SQLite, VectorDB, RAG, HuggingFace, Pytorch, dagger.io, terraform-cdk, LLamaCPP, LLamaFile, and Ollama for packaging and deployment.

📍 Who Should Attend?

  • Beginners interested in packaging and deploying AI models and apps.
  • Tech enthusiasts looking to expand their knowledge in AI and IaC tooling.

👋 We look forward to seeing you there and exploring the exciting world of packaging and deploying AI models and apps together!

Lieu

meet.google.com/stj-rjvh-aha

Default Venue

123 Main St, Default City

Détails

Durée : 2h

Tags : New Technology Terraform Python Cloud Computing Machine Learning Apps