can it run
Comfortably. 16GB of memory against a 4GB working set leaves headroom for context, the OS, and anything else you're running.
weights 0.3GB + KV cache 2GB at 4k context vs ~16GB usable → full. 2.3 GB needed of 16 GB usable — headroom for context
computed roofline: 896 GB/s × 0.60–0.80 efficiency window / 0.3GB (Q4_K_M) — bands, never points.
| model file | 0.3GB (GGUF Q4_K_M) |
| minimum memory | 4GB working set |
| this machine | 16GB GDDR7, 896 GB/s |
| params | 82M |
| license | apache-2.0 |
| price | $900 |
easy run: no stock runtime yet
→ every model the RTX 5070 Ti (16GB) can run — full list
→ rtx-5080 — the next step up from this machine's GPU
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