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⚡ AI Lessons
Dev.to · Shannon Dias
📐 ML Fundamentals
⚡ AI Lesson
2w ago
The Ultimate Guide to Installing PyTorch on a GPU Server
Maximize AI compute efficiency. Learn how to install NVIDIA drivers, CUDA 12.4, and PyTorch on an Ubuntu GPU dedicated server.
Dev.to · Shannon Dias
⚡ AI Lesson
2w ago
How to Install Coolify on an Ubuntu 24.04 Dedicated Server
Learn how to securely install and configure Coolify v4 on an Ubuntu 24.04 dedicated server. An open-source, self-hosted PaaS alternative to Heroku and Vercel.
Dev.to · Shannon Dias
🧠 Large Language Models
⚡ AI Lesson
3w ago
The Production-Ready Guide to Self-Hosting LLaMA 3 on a GPU Dedicated Server
Most online AI guides share a major flaw: they are written for local development on a laptop rather...
Dev.to · Shannon Dias
🏭 MLOps & LLMOps
⚡ AI Lesson
3w ago
Beyond `ollama run`: Production-Ready DeepSeek R1 Deployment with vLLM and Nginx
Tired of simplified tutorials that show you how to run DeepSeek R1 on a personal laptop but leave...
Dev.to · Shannon Dias
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
The Edge: Deploying Docker on Bare Metal vs. Virtual Machines
Imagine spending hours perfecting an application locally, only to have it break the moment you deploy...
Dev.to · Shannon Dias
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
How to calculate dedicated server bandwidth requirements
If you're provisioning infrastructure, estimating bandwidth can often feel like throwing darts at a...
Dev.to · Shannon Dias
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Reaching 3,140 Tok/s: Benchmarking the 96GB RTX Pro 6000 Blackwell
Fellow devs and sysadmins, the days of sharding massive models across multiple consumer GPUs just to...
DeepCamp AI