Question 1

Can the Intel Arc Pro B70 (Battlemage Pro) run DEEPSEEK-R1 distill 7B?

Accepted Answer

DEEPSEEK-R1 distill 7B needs about 4.92GB working set (weights 4.7GB + KV cache 0.22GB at 4k context). The Intel Arc Pro B70 (Battlemage Pro) offers ~32GB usable — verdict: full. 4.9 GB needed of 32 GB usable — headroom for context

Question 2

How fast is DEEPSEEK-R1 distill 7B on the Intel Arc Pro B70 (Battlemage Pro)?

Accepted Answer

~78–100 tok/s on the Intel Arc Pro B70 (Battlemage Pro). computed roofline: 608 GB/s × 0.60–0.78 efficiency window / 4.7GB (Q4_K_M) — bands, never points.

Question 3

What should I run DEEPSEEK-R1 distill 7B on instead?

Accepted Answer

Raspberry Pi 5 + AI Kit (Hailo-8L) runs it fully ($110).

Can the Intel Arc Pro B70 (Battlemage Pro) run DEEPSEEK-R1 distill 7B?

Run DEEPSEEK-R1 distill 7B on instead