Build guide
64GB RAM and RTX 4090 for LoRA fine-tuning on 8B–14B models.
Budget
$4,800
Profile
FINE TUNING
Target model
Qwen 2.5 14B
66.3tok/s
56.4–76.2 tok/s decode on Qwen 2.5 14B
Value: 13.81 tok/s per $1k
GPU
NVIDIA GeForce RTX 4090
CPU
AMD Ryzen 9 7950X
Motherboard
ASUS ROG STRIX X670E-E GAMING WIFI
RAM
G.Skill Trident Z5 64GB (2x32GB) DDR5-6000
Storage
Samsung 990 PRO 2TB NVMe
PSU
Corsair RM1000x (2021) 1000W 80+ Gold
Case
Fractal Design Meshify 2
Cooler
NZXT Kraken X73 360mm AIO