can it run
170.9 GB needed of 288 GB usable — headroom for context
288GB · CDNA4 · model file 168.9GB · 552B+196B Engram MoE
computed roofline: 8000 GB/s × 0.28–0.45 efficiency window / 25.3GB (Q4_K_M) — bands, never points.
MoE: file is 168.9GB (that decides fit) but only ~82.8B of experts activate per token (~25.3GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math
→ NVIDIA DGX Station (GB300) — upgrade path machine
→ every model the AMD Instinct MI355X 288GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run