FAANG

Deploy large models at high performance using FasterTransformer on Amazon SageMaker

Sparked by the release of large AI models like AlexaTM, GPT, OpenChatKit, BLOOM, GPT-J, GPT-NeoX, FLAN-T5, OPT, Stable Diffusion, and…

3 years ago

Revolutionizing the consumer goods industry with integrated business planning

The world of business demands the right decisions to succeed. For Al Rabie—a prominent juice manufacturing company in the Middle…

3 years ago

Beyond automatic differentiation

Posted by Matthew Streeter, Software Engineer, Google Research Derivatives play a central role in optimization and machine learning. By locally…

3 years ago

ChatGPT is vegan, obviously

TL;DR ChatGPT has no sense of humor about vegan eggs How do I get a chicken to lay vegan eggs?ChatGPT:…

3 years ago

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements

*=Authors contributed equally Machine learning (ML) models can fail in unexpected ways in the real world, but not all model…

3 years ago

5 takeaways from the early days of IBM Partner Plus

The past three months have been transformative for the IBM Ecosystem. Our investment in the ecosystem is deeper than ever…

3 years ago

Robotic deep RL at scale: Sorting waste and recyclables with a fleet of robots

Posted by Sergey Levine, Research Scientist, and Alexander Herzog, Staff Research Software Engineer, Google Research, Brain Team Reinforcement learning (RL)…

3 years ago

Announcing New Tools for Building with Generative AI on AWS

The seeds of a machine learning (ML) paradigm shift have existed for decades, but with the ready availability of scalable…

3 years ago

Rapidly deploy PyTorch applications on Batch using TorchX

Whether you are performing image recognition, language processing, regression analysis, or other machine learning demonstrations, the importance of rapid prototyping…

3 years ago

Feedback Effect in User Interaction with Intelligent Assistants: Delayed Engagement, Adaption and Drop-out

With the growing popularity of intelligent assistants (IAs), evaluating IA quality becomes an increasingly active field of research. This paper…

3 years ago