NEWS · MODELS · #220
AWS presents an 8-step framework for generative AI customization, from prompts to custom models
AWS Machine Learning published an article offering an 8-step decision framework to help pick generative AI customization approaches on AWS, covering prompt engineering, RAG, fine-tuning, continued pre-training and Amazon Nova Forge, with the recommendation to start simple and escalate only when necessary.
KEY POINTS
- AWS Machine Learning published an article offering an 8-step decision framework to help pick generative AI customization approaches on AWS, covering prompt engineering, RAG, fine-tuning, continued pre-training and Amazon Nova Forge, with the recommendation to start simple and escalate only when necessary.
- Provides practical guidance for practitioners on when to use lightweight techniques versus full model customization on AWS.
- The generative AI customization spectrum: From prompt engineering to custom models on AWS
WHY IT MATTERS
Provides practical guidance for practitioners on when to use lightweight techniques versus full model customization on AWS.