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[ARTICLE · art-116875] src=forum.level1techs.com ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

Occulink and llama.cpp

A hobbyist reports successfully running local AI inference on a Dell E7470 laptop with an OCuLink eGPU adapter and a Radeon Vega 64, achieving 25–40 tokens per second. The setup, which uses 8GB Vega 64 cards costing $60–70 each, can provide 24–32GB VRAM with 3–4 cards, enough for a 30B dense or 35B MoE model, and the user claims it codes well with Qwen 3.6 35B MoE with CPU offload.

read1 min views1 publishedAug 31, 2026

This might be late ( I am new to this forum). But I have done it.

I used a very old E7470 Dell laptop.

Broke off a tab on the back cover and have m.2 to occulink adapter, occulink cable, a nice 750TX Corsair PSU and an egpu to occulink board.

The GPU used was an 8GB radeon vega 64.

I am so surprised that I actually have it on sale and not more people are running this setup on cheap XEONs.

3 to 4 vega64s will give you 24GB to 32GB VRAM at 60/70$/card. That will fit a 30B dense or 35B MoE model easily with tensor-split.

The next meaningful jump is 64GB cards and that doesn’t give you proportional benefit compared to $/gb of vram.

My setup runs local inference at a very decent 25 to 40T/s depending on models loaded.

It codes fairly complex code well with Qwen 3.6 35B moe with some cpu offload.

Its meaningfully fast at 20+ TPS consistently, and up to 40tps (not 5 to 8 t/s that people live with).

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