FAANG - Robotic Content

Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker

by AI Generated Robotic ContentFAANG March 7, 2024Comments are Disabled

In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. Proteins are the molecular machines of the body, responsible for everything from moving your muscles to responding to infections. Despite this variety, all proteins are made of repeating chains of molecules called …

Running AI on fully managed GKE, now with new compute options, pricing and resource reservations

by AI Generated Robotic ContentFAANG March 7, 2024Comments are Disabled

Kubernetes is a popular way to run AI workloads like training, and large language model (LLM) serving, including our new open model Gemma. Google Kubernetes Engine (GKE) in Autopilot mode provides a fully managed Kubernetes platform that offers the power and flexibility of Kubernetes but without the need to worry about compute nodes, so you …

VeCLIP: Improving CLIP Training via Visual-enriched Captions

by AI Generated Robotic ContentFAANG March 6, 2024Comments are Disabled

Paper abstract: Large-scale web-crawled datasets are fundamental for the success of pre-training vision-language models, such as CLIP. However, the inherent noise and potential irrelevance of web-crawled AltTexts pose challenges in achieving precise image-text alignment. Existing methods utilizing large language models (LLMs) for caption rewriting have shown promise on small, curated datasets like CC3M and CC12M. …

OpenAI and Elon Musk

by AI Generated Robotic ContentFAANG March 6, 2024Comments are Disabled

We are dedicated to the OpenAI mission and have pursued it every step of the way.

Bending pause times to your will with Generational ZGC

by AI Generated Robotic ContentFAANG March 6, 2024Comments are Disabled

The surprising and not so surprising benefits of generations in the Z Garbage Collector. By Danny Thomas, JVM Ecosystem Team The latest long term support release of the JDK delivers generational support for the Z Garbage Collector. More than half of our critical streaming video services are now running on JDK 21 with Generational ZGC, …

Confluent brings real-time capabilities to Google Cloud generative AI

by AI Generated Robotic ContentFAANG March 6, 2024Comments are Disabled

In 2023, the spotlight was on generative AI (gen AI) and how it is paving the way for a new category of AI that can create and co-innovate with humans to produce new content, such as text, code, images, and music. Gen AI capabilities are not only promising but extremely powerful, given that large language …

Google at APS 2024

by AI Generated Robotic ContentFAANG March 5, 2024Comments are Disabled

Posted by Kate Weber and Shannon Leon, Google Research, Quantum AI Team Today the 2024 March Meeting of the American Physical Society (APS) kicks off in Minneapolis, MN. A premier conference on topics ranging across physics and related fields, APS 2024 brings together researchers, students, and industry professionals to share their discoveries and build partnerships …

Evolving from Rule-based Classifier: Machine Learning Powered Auto Remediation in Netflix Data…

by AI Generated Robotic ContentFAANG March 5, 2024Comments are Disabled

Evolving from Rule-based Classifier: Machine Learning Powered Auto Remediation in Netflix Data Platform by Binbing Hou, Stephanie Vezich Tamayo, Xiao Chen, Liang Tian, Troy Ristow, Haoyuan Wang, Snehal Chennuru, Pawan Dixit This is the first of the series of our work at Netflix on leveraging data insights and Machine Learning (ML) to improve the operational automation around …

How to become an AI+ enterprise

by AI Generated Robotic ContentFAANG March 5, 2024Comments are Disabled

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from …

Google at APS 2024

by AI Generated Robotic ContentFAANG March 5, 2024Comments are Disabled