local intelligence

can it run

Can the Intel Arc A770 16GB run DeepSeek-V4.1-Flash?

NO

170.9 GB vs 16 GB usable — does not fit

16GB · Alchemist · model file 168.9GB · 552B+196B Engram MoE

~4.4–11 tok/s (active-expert estimate)

computed roofline: 560 GB/s × 0.20–0.50 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

Run DeepSeek-V4.1-Flash on instead

ASUS ExpertCenter Pro ET900N G3 (GB300) — cheapest catalog machine that runs DeepSeek-V4.1-Flash fully ($60000)

arc-b580 — the next step up from Intel Arc A770 16GB

every model the Intel Arc A770 16GB can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the Intel Arc A770 16GB · fit = weights + 4k KV vs usable memory