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Should You Use Open Source Large Language Models?

By Anurag Vishwakarma in AI & ML — Dec 10, 2023 The benefits, risks, and considerations associated with using open-source LLMs, as well as the comparison with proprietary models. Image is subject to copyright. Large language models (LLMs) powered by artificial intelligence are gaining immense popularity, with over 325,000 models available on Hugging Face. As…

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In-Memory Caching vs. In-Memory Data Store

By Anurag Vishwakarma in Cloud — Jan 13, 2024 In-memory caching and in-memory data storage are both techniques used to improve the performance of applications by storing frequently accessed data in memory. However, they differ in their approach and purpose. Image is subject to copyright! In-memory caching and in-memory data storage are both techniques used…

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Mistral 7B vs. Mixtral 8x7B

By Anurag Vishwakarma in AI & ML — Mar 26, 2024 Two LLMs, Mistral 7B and Mixtral 8x7B from Mistral AI, outperform other models like Llama and GPT-3 across benchmarks while providing faster inference and longer context handling capabilities. Image is subject to copyright! A French startup, Mistral AI has released two impressive large language…

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Deploying WordPress with MySQL, Redis, and NGINX on Docker

WordPress is a popular content management system (CMS) that powers millions of websites worldwide. However, as your website grows, you may experience performance issues. To improve WordPress performance, you can use object caching, which stores frequently accessed data in memory, reducing the number of database queries. Prerequisites: Why do we need better performance in WordPress?…

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Bare Metal Servers vs. Dedicated Host

By Anurag Vishwakarma in Cloud — Apr 4, 2024 Bare metal gives you total control over the hypervisor for maximum flexibility and resource optimization. Dedicated hosts keep things simple with the cloud provider managing the VMs for you. Image is subject to copyright! Let’s imagine you’re the owner of a fastest-growing e-commerce business. Your online…

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Is FaaS the Same as Serverless?

Suppose, as a small business owner, you’ve worked hard to build an e-commerce website that showcases your unique products. Your website is gaining traction, and you’re starting to see a steady increase in customer traffic. However, with this growth comes a new challenge – scalability. Credit: Melody Onyeocha on Dribble Whenever a customer clicks your…

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Ubuntu Server 24.04 LTS vs 22.04 LTS

By Anurag Vishwakarma in Linux — May 25, 2024 Explore the major upgrades, exciting new features, and enhancements in Ubuntu Server 24.04 LTS, including performance improvements, security updates, and extended support. Image is subject to copyright! Ubuntu has long been a favourite among developers and system administrators for its stability, security, and ease of use.…