local intelligence

can it run

Can the GMKtec EVO-X2 (128GB+2TB) run qwen2.5vl 32B?

YES

Comfortably. 128GB of memory against a 28GB working set leaves headroom for context, the OS, and anything else you're running.

~7–9.9 tok/s

weights 22GB + KV cache 1GB at 4k context vs ~126GB usable → full. 23.0 GB needed of 126 GB usable — headroom for context

computed roofline: 256 GB/s × 0.60–0.85 efficiency window / 22.0GB (Q4_K_M) — bands, never points.

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Specs

model file22GB (GGUF Q4_K_M)
minimum memory28GB working set
this machine128GB LPDDR5x
params32B
licenseapache-2.0
price$3650

Run it

model files: hugging face ↗

easy run: ollama pull qwen2.5vl:32b

runs with: ollama · llama.cpp · koboldcpp · lm studio

Alternatives

ASUS ExpertCenter Pro ET900N G3 (GB300) — this model on the biggest machine

Buy

GMKtec ↗ · Amazon ↗

2026-09-17 · ← full hardware catalog · prices verified at source, may drift