can it run
Comfortably. 96GB 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 ~96GB usable → full. 8.2 GB needed of 96 GB usable — headroom for context
computed roofline: 1792 GB/s × 0.46–0.76 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 | 96GB GDDR7 |
| params | large-v3 |
| license | apache-2.0 |
| price | $16499 |
easy run: no stock runtime yet
→ every model the RTX PRO 6000 Blackwell (96GB) can run — full list
→ tinybox green v2 blackwell (4× RTX PRO 6000) — upgrade path machine