Analytics.gov, developed by GovTech Singapore, is a machine learning platform that helps government agencies implement AI projects efficiently. By leveraging open-source models through AG’s AWS Sagemaker Endpoints, agencies can deploy quantised models quickly and at a lower cost, reducing the barriers to using large language models (LLMs) for public good. Quantisation is a technique that … Read more
The Llama family of large language models (LLMs) by Meta AI ranges from 7 billion to 70 billion parameters. Llama uses a transformers-based decoder-only model architecture, specializing in language token generation. Training Llama models from scratch requires trillions of tokens in a dataset. While popular, training Llama models can be technically challenging, time-consuming, and expensive. … Read more
The RSAC 2024 conference saw a lot of talk about the exploitation of GenAI and Large Language Models (LLM) by both cyber attackers and defenders. IRONSCALES, a messaging security provider, showcased how their new Generative Adversarial Network (GAN) technology leverages specialized LLM to enhance anti-phishing services. The CEO, Eyal Benishti, explained how GAN can effectively … Read more