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Daily Tech Newsletter - 2025-06-06
Building a Budget-Friendly AI Server
A comprehensive guide details how to build a $1,300 AI server for unrestricted learning and hands-on AI operations, offering long-term cost savings compared to cloud-based solutions. The core of the build is an Nvidia RTX 4070 GPU with 12GB VRAM, chosen for its mature CUDA ecosystem and ability to handle 14B parameter LLMs. The build also incorporates an MSI B650 Gaming Plus WiFi Motherboard, AMD Ryzen 5 7600 CPU, 32GB DDR5 RAM, a 1TB NVMe SSD, and a 750W PSU, incorporating future-proofing measures like extra motherboard slots and PSU headroom. Ubuntu Server 24.04.2 LTS is used as the operating system, with Nvidia drivers, CUDA toolkit, and Python configured. Remote management is facilitated via Tailscale.
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