Large language models
Model releases, architecture work and prompting research on large language models — from frontier-lab announcements to the arXiv papers behind them.
Mixed-input matrix multiplication performance optimizations
Posted by Manish Gupta, Staff Software Engineer, Google Research AI-driven technologies are weaving themselves into the fabric of our daily routines, with the potential to enhance our access to knowledge and boost our overall productivity. The backbone of these applications lies in large language models (LLMs).
An Introduction to AI Secure LLM Safety Leaderboard
Open-source LLMs as LangChain Agents
Exphormer: Scaling transformers for graph-structured data
Posted by Ameya Velingker, Research Scientist, Google Research, and Balaji Venkatachalam, Software Engineer, Google Graphs , in which objects and their relations are represented as nodes (or vertices) and edges (or links) between pairs of nodes, are ubiquitous in computing and machine learning (ML). For example, social networks, road networks, and molecular structure and interactions are all domains in which underlying datasets have a natural graph structure.
Fine-Tune W2V2-Bert for low-resource ASR with 🤗 Transformers
Preference Tuning LLMs with Direct Preference Optimization Methods
Introducing the GPT Store
Introducing ChatGPT Team
We’re launching a new ChatGPT plan for teams of all sizes, which provides a secure, collaborative workspace to get the most out of ChatGPT at work.
Make LLM Fine-tuning 2x faster with Unsloth and 🤗 TRL
Delivering LLM-powered health solutions
WHOOP delivers personalized fitness and health coaching with GPT-4.
2023, year of open LLMs
AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU
Optimum-NVIDIA Unlocking blazingly fast LLM inference in just 1 line of code
Open LLM Leaderboard: DROP deep dive
Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora
Make your llama generation time fly with AWS Inferentia2
Introducing GPTs
You can now create custom versions of ChatGPT that combine instructions, extra knowledge, and any combination of skills.
New models and developer products announced at DevDay
GPT-4 Turbo with 128K context and lower prices, the new Assistants API, GPT-4 Turbo with Vision, DALL·E 3 API, and more.
DALL·E 3 is now available in ChatGPT Plus and Enterprise
We developed a safety mitigation stack to ready DALL·E 3 for wider release and are sharing updates on our provenance research.