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DevOps - What is it?

Chay published on  included in Tech Articles

DevOps stands for development and operations, a combination of practices and tools that improve companies’ ability to rapidly build, update and deliver applications. It is a software development methodology that combines a software framework and IT functions to improve the speed and reliability of software delivery. It is a culture and set of processes that focus on collaboration, automation and integration throughout the software development lifecycle, from development and testing to deployment and maintenance.

Terraform Introduction

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Terraform is an open source tool used to manage cloud infrastructure resources. It allows you to create, change, and destroy resources on cloud infrastructure like AWS, GCP, Azure, and DigitalOcean. It is often used by developers who need to work on multiple projects simultaneously. Read more about the basics, along with examples of real-world applications. Terraform Introduction Terraform is an open-source infrastructure as code (IaC) software tool created by HashiCorp. It allows users to define and provision data center infrastructure using a declarative configuration language.

Python Commands for Beginners

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List of basic python commands and data types: Assignments and Expressions In Python, an assignment is a statement that binds a value to a variable. An expression is a combination of values, variables, and operators that evaluates to a single value. Assignments An assignment statement has the following syntax: 1 variable = expression The left-hand side of the assignment operator (=) is a variable name, and the right-hand side is an expression that evaluates to a value.

How Hugging Face Quietly Changed AI Forever

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Introduction Hugging Face is a leading platform for natural language processing (NLP) and machine learning (ML) developers. It provides tools to build, train, and deploy AI models, making it easier for both beginners and experts to work with machine learning. This article will guide you through the core components of Hugging Face, including models, spaces, and organizations, and show you how to pull and run models using the Transformers library and GGUF models with llama.

Unlocking AI’s Hidden Power: The Secret Magic of Model Quantization

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Quantization in Artificial Intelligence (AI) is a crucial technique that optimizes neural networks by reducing the precision of the numerical representations of their internal components, primarily weights and activations. Instead of using high-precision floating-point numbers like 32-bit floats (FP32), quantization converts them to lower-precision formats such as 8-bit integers (INT8), 16-bit floats (FP16), or even as low as 4-bit integers (INT4) or binary (1-bit). Purpose and Benefits of Quantization The main reasons for using quantization are:

AI's Future Isn’t in the Cloud - It's Already on Your PC

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What is Ollama? Ollama is an open-source framework designed to enable the execution of large-language models (LLMs) directly on your personal computer. It serves as a versatile bridge between downloadable LLM model files and your local machine, giving you powerful tools to interact with, test, and fine-tune these models in a private environment. By abstracting away much of the complexity traditionally associated with deploying LLMs, Ollama makes it simple to start using models like LLaMA, Phi, DeepSeek, and others right away.

Parallel-LLM-Runner: Streamlining Your AI Comparisons

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Streamline Your LLM Comparisons: Introducing Parallel-LLM-Runner In the rapidly evolving landscape of Large Language Models (LLMs), new models are emerging constantly, each with its unique strengths and nuances. For developers, researchers, and AI enthusiasts, choosing the right LLM for a specific task or simply understanding their comparative performance can be a time-consuming endeavor. You often find yourself running prompts against one model, then another, manually copying responses, and trying to keep track of differences.

Can You Save the Planet Without Changing Your Life? Yes—Here’s How

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Embrace a Greener Tomorrow: Your Simple Guide to Sustainable Living In a world buzzing with rapid change, one concept is gaining increasing momentum: sustainable living. It’s more than just a trend; it’s a conscious choice to live in a way that minimizes our environmental impact, preserves natural resources, and fosters a healthier planet for generations to come. But what exactly does sustainable living entail, and how can we, as individuals, truly make a difference?