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Generative AI Solutions

Generative AI - Q&A (Lesson 170)

What are Foundation Models?

  • Pretrained models on diverse data, used as a base for specific tasks.
  • GPT-3 serves as a foundation model.

Hosting Generative AI Systems on AWS

  • AWS Bedrock: Build and deploy generative applications using various foundation models. Serverless and customizable with organizational data.
  • AWS CodeWhisperer: AI-powered code generation tool, enhancing code security. Available for individual use and integrated with various IDEs.
  • AWS Trainium: Custom accelerators for deep learning training, offering cost savings and accelerated training.
  • AWS Inferentia: Inference accelerators on EC2, providing high throughput and cost efficiency.
  • AWS SageMaker JumpStart for Generative AI: Offers pretrained models and solution templates for ML use cases, integrated with SageMaker Studio.