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 6.9GB + KV cache 2GB at 4k context vs ~24GB usable → full. 8.9 GB needed of 24 GB usable — headroom for context
computed roofline: 672 GB/s × 0.48–0.72 efficiency window / 6.9GB (Q4_K_M) — bands, never points.
| model file | 6.9GB (GGUF Q4_K_M) |
| minimum memory | 9GB working set |
| this machine | 24GB GDDR6, 672 GB/s |
| params | SDXL base |
| license | openrail++ |
| price | $900 |
easy run: no stock runtime yet
→ every model the Titan RTX (24GB, used) can run — full list
→ rtx-3090 — the next step up from this machine's GPU