Artificial Intelligence
CBRN Test CBRN tests evaluate how easily a model can be manipulated to produce advanced content related to Chemical, Biological, and Cybersecurity topics. This capability could potentially be exploited by malicious individuals to develop weapons of mass destruction. The CBRN Test evaluates the AI model’s ability to generate, understand, or handle information related to Chemical, […]
LLM Tuning Parameters Tuning a Large language model, there are several key parameters you can adjust to optimize performance. These parameters often depend on the specific LLM architecture and the tasks you’re using the model for. Max Length This setting allows you to control how many tokens the model produces. Temperature Temperature setting controls the […]
Graphics Processing Unit A GPU (Graphics Processing Unit) is a specialized hardware component designed to accelerate the processing of images and videos, and it has become essential for computationally intensive tasks like Machine Learning and Scientific Computing. It was originally developed to handle the complex graphical computations required for rendering images in video games, but […]
Vector Database A vector database is a specialized type of database used to store and search data in a format that works well with machine learning and artificial intelligence ( AI/ML) tasks. What is a Vector? A vector is a list of numbers that represent some kind of data—such as an object, word, image, or […]
Different Types of Generative AI Models Generative AI models are powerful tools that can create new content based on existing data. These models have gained significant attention in recent years due to their ability to generate images, text, music, and even videos. Below, we will describe some of the most common types of Generative AI […]
Machine Learning Limitations Machine Learning (ML) is a powerful technology that enables computers to learn from data and make decisions without being explicitly programmed. It is used in various fields such as healthcare, finance, and automation. However, ML is not a perfect solution for every problem. It has several limitations that beginners should be aware […]