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by ThunderSizzle 5 days ago
An AMD R9700 gets 20-50 TPS at ~300 watts on 27B. 100 TPS for the 35B MOE model. And there might be some more optimizations to that as AMD software support gets better with ROCm's latest versions.
3 comments

If you’re on AMD, use llamacpp with the vulkan backend. For the 35B I get around 115 tps without mtp and 150-170tps with it. Also the pcie slot you use affects it
I have issues with the vulkan backend. It seems to cause over all GUI sluggishness, but maybe that was actually Firefox. I'll give it another go.
Which quants? I get these speed (only 20-30 TPS) at Q4_K_M with MTP for 27B on my framework desktop. I draw sub 130W for the whole machine.
That's about right. Half the TPS with half the power.

GLM-5.2 will be much more demanding tho