FAANG

Fine-tune text-to-image Stable Diffusion models with Amazon SageMaker JumpStart

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker…

2 years ago

FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

Posted by Parker Riley, Software Engineer, and Jan Botha, Research Scientist, Google Research Many languages spoken worldwide cover numerous regional…

2 years ago

Serving PyTorch models with prebuilt containers on Vertex AI

Machine learning (ML) practitioners using PyTorch tell us that it can be challenging to advance their ML project beyond experimentation.…

2 years ago

How should AI systems behave, and who should decide?

We’re clarifying how ChatGPT's behavior is shaped and our plans for improving that behavior, allowing more user customization, and getting…

2 years ago

Scaling Large Language Model (LLM) training with Amazon EC2 Trn1 UltraClusters

Modern model pre-training often calls for larger cluster deployment to reduce time and cost. At the server level, such training…

2 years ago

8 ways to cut costs and drive profits using data and AI

We are increasingly seeing one question arise in virtually every customer conversation: How can the organization save costs and drive…

2 years ago

UK’s Conservation AI Makes Huge Leap Detecting Threats to Endangered Species Across the Globe

The video above represents one of the first times that a pangolin, one of the world’s most critically endangered species,…

2 years ago

Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers

This paper was accepted at the Workshops on Data Science with Human in the Loop at EMNLP 2022 Identifying and…

2 years ago

FriendlyCore: A novel differentially private aggregation framework

Posted by Haim Kaplan and Yishay Mansour, Research Scientists, Google Research Differential privacy (DP) machine learning algorithms protect user data…

2 years ago

Implementing MLOps practices with Amazon SageMaker JumpStart pre-trained models

Amazon SageMaker JumpStart is the machine learning (ML) hub of SageMaker that offers over 350 built-in algorithms, pre-trained models, and…

2 years ago