Large language models

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Today's LLMs are susceptible to prompt injections, jailbreaks, and other attacks that allow adversaries to overwrite a model's original instructions with their own malicious prompts.

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Welcome Llama 3 - Meta's new open LLM

Introducing the LiveCodeBench Leaderboard - Holistic and Contamination-Free Evaluation of Code LLMs

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Introducing OpenAI Japan

We are excited to announce our first office in Asia and we’re releasing a GPT-4 custom model optimized for the Japanese language.

Vision Language Models Explained

Making thousands of open LLMs bloom in the Vertex AI Model Garden

CodeGemma - an official Google release for code LLMs

Start using ChatGPT instantly

We’re making it easier for people to experience the benefits of AI without needing to sign up

Making education data accessible

Zelma uses GPT-4 to make education data accessible.

Total noob’s intro to Hugging Face Transformers

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

ScreenAI: A visual language model for UI and visually-situated language understanding

Posted by Srinivas Sunkara and Gilles Baechler, Software Engineers, Google Research Screen user interfaces (UIs) and infographics, such as charts, diagrams and tables, play important roles in human communication and human-machine interaction as they facilitate rich and interactive user experiences. UIs and infographics share similar design principles and visual language (e.

Talk like a graph: Encoding graphs for large language models

Posted by Bahare Fatemi and Bryan Perozzi, Research Scientists, Google Research Imagine all the things around you — your friends, tools in your kitchen, or even the parts of your bike. They are all connected in different ways.

Enterprise-ready trust and safety

Salesforce integrates OpenAI’s enterprise-ready LLMs to transform customer applications.

Building a data-driven, efficient culture with AI

Holiday Extras rolls out ChatGPT Enterprise across every team, boosting productivity by 500 hours weekly.

Cappy: Outperforming and boosting large multi-task language models with a small scorer

Posted by Yun Zhu and Lijuan Liu, Software Engineers, Google Research Large language model (LLM) advancements have led to a new paradigm that unifies various natural language processing (NLP) tasks within an instruction-following framework. This paradigm is exemplified by recent multi-task LLMs, such as T0 , FLAN , and OPT-IML .

Health-specific embedding tools for dermatology and pathology

Posted by Dave Steiner, Clinical Research Scientist, Google Health, and Rory Pilgrim, Product Manager, Google Research There’s a worldwide shortage of access to medical imaging expert interpretation across specialties including radiology , dermatology and pathology . Machine learning (ML) technology can help ease this burden by powering tools that enable doctors to interpret these images more accurately and efficiently.