Device: 32GB RAM Laptop (CPU/iGPU only)
Category: laptop
Memory: 32 GB (ram), usable for models: 28 GB
Memory bandwidth: 89.6 GB/s
MSRP (USD): 1100
TDP: 28 W
Best runtime: Ollama (llama.cpp backend)
Notes: OS overhead ~2-4GB, leaving ~28GB usable. Practical ceiling is 13B-34B Q4_K_M models comfortably; 70B at Q2_K (lossy) marginally fits (~28GB). Llama 3.1 13B Q4_K_M ~7.8GB file, needs ~11.7GB. Llama 3.3 70B Q4_K_M ~43GB, does NOT fit; Q2_K ~24GB fits but quality degraded. Usable figure is community estimate, not vendor spec.