Amazon Bedrock Model Distillation is now available in preview

Amazon has introduced Amazon Bedrock Model Distillation, a new preview feature that helps customers create smaller, more cost-effective AI models with use-case specific accuracy.

• Automates the complex process of model fine-tuning and optimization
• Generates synthetic data from teacher models to train smaller student models
• Applies different data synthesis methods tailored to specific use cases
• Can expand training datasets by generating similar prompts and high-quality responses
• Aims to create models that match advanced models' performance at lower cost

The feature simplifies model refinement by handling dataset generation, model training, evaluation, and hosting, reducing the manual iteration typically required in model development.