2 GPU RTX 6000 Ada LLM fine-tuning Office Build

This office system pairs 2x RTX 6000 Ada 48GB with Intel Xeon w7-2595X for repeatable LoRA and QLoRA runs with enough memory bandwidth for long-context datasets. It uses balanced thermals tuned for all-day operation in a professional workstation case and is positioned in the under-20k planning tier, designed for professional on-prem workstation deployments.

Use case

LLM fine-tuning

Example system budget

$17,500 planning estimate (not live pricing).

Hardware breakdown

• GPU: 2x RTX 6000 Ada 48GB
• CPU: Intel Xeon w7-2595X
• RAM: 384GB DDR5 ECC
• Storage: 4TB Solidigm P44 Pro NVMe + 8TB enterprise SSD tier
• PSU: 1600W 80+ Platinum

What This Build Includes

Includes:

• GPU(s)
• CPU
• RAM
• Storage
• Motherboard

Not Included:

• Case / chassis
• Cooling system
• Power cables / adapters
• Peripherals

Deployment Notes

• High-power multi-GPU systems require proper airflow
• Ensure PSU headroom for GPU transient spikes
• Verify motherboard PCIe lane and spacing compatibility
• Suitable for workstation or rack environments