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.