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Module 6: Integration Testing and Deployment - Learnixo
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Module 6: Integration Testing and Deployment - Learnixo

Explore this reference material for in-depth technical documentation and background theory on Deployment Strategies for LLMs.

Source: learnixo.ioRead Reference

Deployment Strategies for LLMs

Learning Objectives

  • •Local deployment
  • •Cloud-based inference (AWS SageMaker, Google Cloud AI Platform, Azure ML)
  • •Hugging Face Inference Endpoints
  • •On-device deployment (e.g., with ONNX Runtime)

Weekly Outcome

By the end of this module you will be able to save and load fine-tuned models, explore various deployment options for LLMs, and build a basic API to serve your custom LLM for inference.

Resources

Module 6: Integration Testing and Deployment - LearnixoDeveloping REST APIs with API GatewayEasy API Integration Tutorial: Step-by-Step Guide with ...