can it run
Comfortably. 24GB of memory against a 9GB working set leaves headroom for context, the OS, and anything else you're running.
weights 7.1GB + KV cache 0.62GB at 4k context vs ~22GB usable → full. 7.7 GB needed of 22 GB usable — headroom for context
computed roofline: 273 GB/s × 0.25–0.65 efficiency window / 7.1GB (Q4_K_M) — bands, never points.
| model file | 7.1GB (GGUF Q4_K_M) |
| minimum memory | 9GB working set |
| this machine | 24GB unified LPDDR5X (18-core CPU / 5,120-core GPU base config) |
| params | 12B |
| license | apache-2.0 |
| price | $2599.99 |
easy run: ollama pull mistral-nemo:12b
runs with: ollama · llama.cpp · koboldcpp · lm studio
no alternatives — every machine in the catalog can run this one.
→ rtx-5090 — the next step up from this machine's GPU