Gen AI News Talk
Evaluate large language models for your machine translation tasks on AWS
Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with...
London Stock Exchange Group uses Amazon Q Business to enhance post-trade client services
This post was co-written with Ben Doughton, Head of Product Operations – LCH, Iulia Midus, Site Reliability Engineer – LCH, and Maurizio Morabito, Software...
Efficiently build and tune custom log anomaly detection models with Amazon SageMaker
In this post, we walk you through the process to build an automated mechanism using Amazon SageMaker to process your log data, run training...
Optimizing costs of generative AI applications on AWS
The report The economic potential of generative AI: The next productivity frontier, published by McKinsey & Company, estimates that generative AI could add an...
PEFT fine tuning of Llama 3 on SageMaker HyperPod with AWS Trainium
Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation...
Improving Retrieval Augmented Generation accuracy with GraphRAG
Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of...
Using transcription confidence scores to improve slot filling in Amazon Lex
When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges is accurately capturing user speech input for slot values. For example, when...
Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks
As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic...
An introduction to preparing your own dataset for LLM training
Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these models is heavily influenced...
Add a generative AI experience to your website or web application with Amazon Q...
Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help,...
