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December 4, 2024

How to deploy QwQ 32B Preview in the Cloud?

QwQ-32B-Preview is an experimental research model developed by the Qwen Team, focused on advancing AI reasoning capabilities. The QwQ-32B-Preview demonstrates strong math and coding abilities but faces challenges like language mixing, recursive reasoning loops, and gaps in common sense understanding. The QwQ-32B-Preview is a 32.5B-parameter causal language model featuring RoPE, SwiGLU, RMSNorm, and QKV-biased attention. With 64 layers and a GQA setup of 40 query heads and 8 key-value heads, it efficiently handles up to 32,768 tokens, excelling in pretraining and post-training tasks. Prerequisites for deploy QwQ 32B Preview M

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December 3, 2024

How to Install NGINX on Ubuntu 22.04

NGINX is a high-performance, open-source web server and reverse proxy server widely recognized for its speed, scalability, and low resource consumption. It was originally designed as an HTTP server to address the performance limitations of other web servers; however, now it has evolved into a powerful tool that can serve static content, act as a reverse proxy, load balancer, and even a web application firewall. Its event-driven architecture enables it to handle thousands of simultaneous connections with minimal resources, making it ideal for high-traffic websites and web applications that demand efficiency and reliability.

December 2, 2024

Run LangTrace – Open Source Observability Tool for LLM Applications

Langtrace is an open-source observability tool licensed under AGPL-3.0 and freely available for users and the community. It captures, debugs, and analyzes traces and metrics from all your applications leveraging LLM APIs, vector databases, and LLM-based frameworks. Langtrace enables seamless tracing with Open Telemetry support, real-time monitoring, performance insights, detailed analytics, and effective debugging tools. It also offers a self-hosting option for full control over deployment.

November 30, 2024

How to Install and Configure a Private BIND DNS Server on Ubuntu 22.04

DNS (Domain Name System) plays a crucial role in mapping human-readable domain names into machine-friendly IP addresses, acting as a “phonebook” in the middle. Whether you’re managing a private network or hosting web services, a reliable DNS solution ensures smooth communication and connectivity. The BIND (Berkeley Internet Name Domain) DNS server, one of the most widely used and trusted DNS software, offers a reliable infrastructure for creating and managing domain name resolution services. Its flexibility, scalability, and support for advanced configurations make it the go-to choice for administrators around the globe.

November 29, 2024

Ollama and Web-LLM: Building Your Own Local AI Search Assistant

Web-LLM is an open-source, Python-based web-assisted Large Language Model (LLM) search assistant available under the MIT license. It is freely accessible to users and the community. You can ask a question, and the system will search the web for recent, relevant information. It reviews the top results, refines the searches if needed, and gathers sufficient details to answer your query. If it cannot fully answer after five searches, it provides the best possible response based on the information gathered.

November 28, 2024

How to Install Nextcloud on Docker

Nextcloud is a robust client-server software suite that lets you build your own file hosting service. It offers a safe and private substitute for well-known services like Dropbox, Office 365, and Google Drive. Nextcloud supports smooth document collaboration with integrated office suites like Collabora Online and OnlyOffice, making it a flexible option for individuals or organizations. With Nextcloud, your files, calendars, contacts, and other data are hosted on servers you trust, offering uncompromised privacy and security.

November 27, 2024

How to deploy ComfyUI on a VM

ComfyUI is a node-based graphical user interface (GUI) designed for working with Stable Diffusion, a deep learning model that generates images from text prompts. It allows users to create and manage complex workflows for image generation by connecting various functional blocks called nodes. Each node represents a specific task or operation, such as loading a model, entering a prompt, or applying filters.

November 26, 2024

Get Started with Docker: How to Install Docker on Ubuntu 22.04

Docker has revolutionized how we build, ship, and run applications, making it a must-have tool for developers and organizations. By leveraging the concept of Containerization, Docker ensures that your apps run consistently in different environments, eliminating the “it works on my machine” problem. As an open-source tool, it has become an industry standard for containerization, with its ever-increasing adoption in cloud-native, DevOps, and microservices.

November 25, 2024

Bolt.new: Your AI-Powered Sidekick for Full-Stack Web Development – Install Locally

Bolt.new is an innovative web-based development platform designed for building and deploying full-stack web applications quickly and efficiently. Developed by StackBlitz, it leverages AI capabilities, specifically utilizing the Claude 3.5 model, to assist users in creating applications without requiring extensive coding knowledge.

November 23, 2024

How to Install PostgreSQL on Ubuntu 22.04 LTS

PostgreSQL, often called Postgres, is an open-source Relational Database Management System (RDBMS). It is popularly known for its robust, flexible, and advanced features. In recent times, it has become a go-to choice for handling structured data efficiently for developers building applications and businesses managing their large-scale data.

November 22, 2024

How to deploy Qwen2.5-Coder-32B-Instruct in the Cloud?

Qwen2.5-Coder-32B-Instruct is a state-of-the-art open-source code-specific large language model (LLM) developed by Alibaba’s Qwen research team. It is part of the Qwen2.5-Coder series, which includes various model sizes ranging from 0.5 billion to 32 billion parameters, designed to enhance coding capabilities across multiple programming languages.

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