Blackwell Pro 4000 SFF / non SFF Prefill and MTP 3-5 Results Text / Code

#1
by Schestex - opened

llama.cpp vs Ninfer

Context SFF 70 W non-SFF 145 W non-SFF Vorteil
512 2.188 tok/s 3.575 tok/s +63 %
2K 2.635 4.571 +73 %
4K 2.556 4.447 +74 %
7.680 2.397 4.157 +73 %
8K 2.381 4.169 +75 %
16K 2.165 3.784 +75 %
32K 1.836 3.221 +75 %
64K 1.452 2.430 +67 %

MTP4 Sweetspot for text

SFF MTP3 MTP4 MTP5
Decode 31,44 33,85 tok/s 30,48
Decode-time 32,54 s 30,22 s 33,56 s
Acceptance rate 38,54 % 30,03 % 22,62 %
Accepted length 2,15 2,20 2,13
Rounds 475 465 480
Accepted tokens 548 558 542
Fallbacks 0 0 1

MTP4 Sweetspot for code

Code-Output SFF non-SFF SSF vs non-SFF
MTP3 52,25 88,63 tok/s +69,6 %
MTP4 64,16 105,24 tok/s +64,0 %
MTP5 64,61 107,96 tok/s +67,1 %

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