The Digital Orbis

EC2 EC2 stands for Amazon Elastic Compute Cloud. It is a web service from Amazon Web Services (AWS) that provides secure, resizable, and scalable computing capacity in the cloud. In simpler terms, it's a service that allows users to rent virtual computers, also known as instances, on demand and pay only for the resources they use.   Key aspects of EC2: Elastic: The computing capacity can easily grow or shrink to meet application needs.  Compute: It provides processing power and resources to run applications.  Cloud: It runs on the internet, utilizing Amazon's data centers.  Virtual Machines (Instances): EC2 provides virtual servers (instances) that users can rent to deploy applications without managing physical hardware.  On-Demand: Users can launch and terminate virtual machines as needed.  Scalable: The service allows for scaling from a single server to thousands to handle fluctuating traffic.  Lightsail  AWS Lightsail is a simplified, all-...

An LLM, or Large Language Model, is a type of advanced artificial intelligence (AI) that understands and generates human-like text by processing vast amounts of data, such as books and articles. LLMs use deep learning techniques and transformer-based architectures to identify patterns and relationships in language, enabling them to perform tasks like writing, translation, question answering, and creating chatbots.   How LLMs Work Training Data : LLMs are trained on massive datasets of text, allowing them to learn the nuances of language.  Deep Learning & Transformers: They use deep learning, a type of machine learning, and a specific architecture called a transformer, which includes neural networks and a "self-attention" mechanism.  Tokenization & Embeddings: The input text is broken down into smaller pieces called tokens , which are then converted into numerical representations called embeddings .  Contextual Understanding : The model's attention mec...