Generative AI capabilities of Amazon

This book is primarily focused on Amazon Bedrock, but we wanted to highlight a few other generative AI capabilities offered by Amazon that are being used in enterprises for accelerating developer productivity, innovating faster, and solving their use cases with ease.

Amazon SageMaker

Amazon SageMaker is Amazon’s fully managed ML platform for building, training, and deploying ML models at scale. One of the most powerful features of SageMaker is SageMaker Jumpstart, which provides a catalog of pre-trained open source FMs that are ready to be deployed and used.

Some examples of FMs available in SageMaker Jumpstart include FLAN-T5 XL, a fine-tuned XL version of the T5 transformer model optimized for natural language understanding. Additional models, such as Meta Llama2, AI21 Jurassic-2 Ultra, and Stable Diffusion models, are also available in SageMaker Jumpstart.

In addition to deploying these pre-trained FMs directly, SageMaker Jumpstart...