Method identified to double computer processing speeds

Scientists introduce what they call ‘simultaneous and heterogeneous multithreading’ or SHMT. This system doubles computer processing speeds with existing hardware by simultaneously using graphics processing units (GPUs), hardware accelerators for artificial intelligence (AI) and machine learning (ML), or digital signal processing units to process information.

AI 101: Natural Language Processing (NLP)

Before OpenAI’s GPT-3 burst onto the scene a few years ago with the first commercially available large language model (LLM), the modern consumer’s most likely interaction with the category of AI known as natural language processing (NLP) was customer service agents like “Ask Julie.” Amtrak introduced the virtual travel assistant in 2001 as an early …

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Advances in private training for production on-device language models

Posted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google Language models (LMs) trained to predict the next word given input text are the key technology for many applications [1, 2]. In Gboard, LMs are used to improve users’ typing experience by supporting features like next word prediction (NWP), Smart Compose, smart completion …

GBoard2520PrivacyHero

Advances in private training for production on-device language models

Posted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google Language models (LMs) trained to predict the next word given input text are the key technology for many applications [1, 2]. In Gboard, LMs are used to improve users’ typing experience by supporting features like next word prediction (NWP), Smart Compose, smart completion …

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Orchestrate Vertex AI’s PaLM and Gemini APIs with Workflows

Introduction Everyone is excited about generative AI (gen AI) nowadays and rightfully so. You might be generating text with PaLM 2 or Gemini Pro, generating images with ImageGen 2, translating code from language to another with Codey, or describing images and videos with Gemini Pro Vision.  No matter how you’re using gen AI, at the …