AI/MLIntermediate

Deploy Large Language Models on GPU

Learn how to deploy and optimize Large Language Models on GPU infrastructure with Float16.cloud. Master techniques for efficient inference, scaling, and cost optimization.

PT3H
2 chapters
Float16 Team
Deploy Large Language Models on GPU

What you'll learn

  • Deploy LLM models on GPU infrastructure
  • Optimize inference performance
  • Implement efficient batching strategies
  • Monitor and scale GPU workloads

Course Content

1

Introduction to LLM Deployment

Learn the fundamentals of deploying Large Language Models, understand LLM architecture, and explore GPU requirements for inference.

4 min
2

Setting Up Your Environment

Learn how to set up your development environment, create a Float16.cloud account, and configure your first GPU deployment.

4 min