ai/ml

Search enterprise data assets using LLMs backed by knowledge graphs

Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast…

1 year ago

Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?

This paper was accepted at the Ninth Conference on Machine Translation (WMT24) at EMNLP 2024. The prosody of a spoken…

1 year ago

Ethical AI in Defense Decision Support Systems

Ethical AI in Defense Decision Support Systems (Defense AI Ethics, #2)Editors Note: In a previous post in our series on ethical…

1 year ago

Unleash your Salesforce data using the Amazon Q Salesforce Online connector

Thousands of companies worldwide use Salesforce to manage their sales, marketing, customer service, and other business operations. The Salesforce cloud-based…

1 year ago

Deploy Meta Llama 3.1 models cost-effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium

We’re excited to announce the availability of Meta Llama 3.1 8B and 70B inference support on AWS Trainium and AWS…

1 year ago

Multimodal Autoregressive Pre-Training of Large Vision Encoders

*Equal Contributors A dominant paradigm in large multimodal models is to pair a large language de- coder with a vision…

1 year ago

Accelerating Mixtral MoE fine-tuning on Amazon SageMaker with QLoRA

Companies across various scales and industries are using large language models (LLMs) to develop generative AI applications that provide innovative…

1 year ago

Boost your Continuous Delivery pipeline with Generative AI

In the domain of software development, AI-driven assistance is emerging as a transformative force to enhance developer experience and productivity…

1 year ago

AlphaQubit tackles one of quantum computing’s biggest challenges

Our new AI system accurately identifies errors inside quantum computers, helping to make this new technology more reliable.

1 year ago

Instance-Optimal Private Density Estimation in the Wasserstein Distance

Estimating the density of a distribution from samples is a fundamental problem in statistics. In many practical settings, the Wasserstein…

1 year ago