can it run
Comfortably. 16GB of memory against a 8GB working set leaves headroom for context, the OS, and anything else you're running.
weights 6.2GB + KV cache 2GB at 4k context vs ~16GB usable → full. 8.2 GB needed of 16 GB usable — headroom for context
computed roofline: 896 GB/s × 0.60–0.80 efficiency window / 6.2GB (Q4_K_M) — bands, never points.
| model file | 6.2GB (GGUF Q4_K_M) |
| minimum memory | 8GB working set |
| this machine | 16GB GDDR7, 896 GB/s |
| params | large-v3 |
| 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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