local intelligence

can it run

Can the NVIDIA GeForce GTX 1650 run llama3.1 8B?

NO

5.4 GB vs 4 GB usable — does not fit

4GB · Turing · model file 4.9GB · 8B

~13–19 tok/s

computed roofline: 128.1 GB/s × 0.48–0.72 efficiency window / 4.9GB (Q4_K_M) — bands, never points.

Run llama3.1 8B on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs llama3.1 8B fully ($135)

gtx-1650-super — the next step up from NVIDIA GeForce GTX 1650

every model the NVIDIA GeForce GTX 1650 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the NVIDIA GeForce GTX 1650 · fit = weights + 4k KV vs usable memory