AWS Machine Learning

Improve factual consistency with LLM Debates In this post, we demonstrate the potential of large language model (LLM) debates using a supervised […]

Build generative AI applications on Amazon Bedrock with the AWS SDK for Python (Boto3) Amazon Bedrock is a fully managed service that offers a choice […]

Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions Companies across all industries are harnessing the power of […]

Amazon SageMaker Inference now supports G6e instances As the demand for generative AI continues to grow, developers and enterprises seek more […]

Accelerating Mixtral MoE fine-tuning on Amazon SageMaker with QLoRA Companies across various scales and industries are using large language models […]

Fine-tune large language models with Amazon SageMaker Autopilot Fine-tuning foundation models (FMs) is a process that involves exposing a […]

Revolutionizing knowledge management: VW’s AI prototype journey with AWS Today, we’re excited to share the journey of the VW—an innovator in the aut […]

Using responsible AI principles with Amazon Bedrock Batch Inference Amazon Bedrock is a fully managed service that offers a choice of […]

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker As generative AI models […]

How FP8 boosts LLM training by 18% on Amazon SageMaker P5 instances Large language models (LLMs) are AI systems trained on vast amounts of text data, […]

Embedding secure generative AI in mission-critical public safety applications This post is co-written with Lawrence Zorio III from Mark43. Public […]

Streamline RAG applications with intelligent metadata filtering using Amazon Bedrock Retrieval Augmented Generation (RAG) has become a crucial […]

Automate Q&A email responses with Amazon Bedrock Knowledge Bases Email remains a vital communication channel for business customers, especially in […]

Unify structured data in Amazon Aurora and unstructured data in Amazon S3 for insights using Amazon Q In today’s data-intensive business l […]

Automate building guardrails for Amazon Bedrock using test-driven development As companies of all sizes continue to build generative AI […]

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails In this post, we […]

Customize small language models on AWS with automotive terminology In the rapidly evolving world of AI, the ability to customize language models for […]

Your guide to generative AI and ML at AWS re:Invent 2024 The excitement is building for the fourteenth edition of AWS re:Invent, and as always, Las […]

Racing into the future: How AWS DeepRacer fueled my AI and ML journey In 2018, I sat in the audience at AWS re:Invent as Andy Jassy announced AWS […]

How InsuranceDekho transformed insurance agent interactions using Amazon Bedrock and generative AI This post is co-authored with Nishant Gupta from […]