Large language models

Constitutional AI with Open LLMs

MobileDiffusion: Rapid text-to-image generation on-device

Posted by Yang Zhao, Senior Software Engineer, and Tingbo Hou, Senior Staff Software Engineer, Core ML Text-to-image diffusion models have shown exceptional capabilities in generating high-quality images from text prompts. However, leading models feature billions of parameters and are consequently expensive to run, requiring powerful desktops or servers (e.

Building an early warning system for LLM-aided biological threat creation

We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation involving both biology experts and students, we found that GPT-4 provides at most a mild uplift in biological threat creation accuracy.

The Hallucinations Leaderboard, an Open Effort to Measure Hallucinations in Large Language Models

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

Optimum-NVIDIA Unlocking blazingly fast LLM inference in just 1 line of code

AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

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