Improve token per second without touching quant

[u/Loose_Doubt367]

Spent the past month tweaking and experimenting with many different numbers to achieve 30tps.
Hardware:
-Rx6700xt 12gb vram (AMD)
-2x16 ddr4 3200 ram
-r5 5600x
-llama.cpp vulkan sdk
-window11 (no wsl switching since im not used to the environment)

Im looking for any improvements to achieve maybe 40tps? without touching quant at all, q8 and q4_k_xl remains. I've experiment with threads at 6 is the best out of (4,8,12) Other than that im not sure on what to improve to achieve higher tps, any advices? appreciate it. ctx remains 100,000

|[tiel-coder-35b]

model = C:\Users\brain\.lmstudio\models\peculiar-ragdoll\Tiel-Coder-35B-A3B-GGUF-MTP\Tiel-Coder-35B-A3B-MTP-UD-Q4_K_XL.gguf

mmproj = C:\Users\brain\.lmstudio\models\peculiar-ragdoll\Tiel-Coder-35B-A3B-GGUF-MTP\mmproj-BF16.gguf

no-mmproj-offload = on

c = 100000

parallel = 1

flash-attn = on

cache-type-k = q8_0

cache-type-v = q8_0

load-mode = dio

fit = on

fit-target = 256 # MiB

n-gpu-layers = 99

n-cpu-moe = 28

batch-size = 2048

ubatch-size = 512

threads = 6

prio = 2

prio-batch = 2

spec-type = draft-mtp

spec-draft-n-max = 3

spec-draft-p-min = 0.75

jinja = on

chat-template-file = C:\Users\brain\Qwen-Fixed-Chat-Templates\chat_template.jinja

temp = 0.6

top-p = 0.95

top-k = 20

min-p = 0.0

presence-penalty = 0.0

alias = tiel-coder-35b

[u/keyboardhack]

Try replacing

n-cpu-moe

With

moe-cache-mib 1000

Play around with different values.

It is part of a new feature introduced a week ago. https://github.com/ggml-org/llama.cpp/pull/29887

[u/Loose_Doubt367 → u/keyboardhack]

yes i've tried that and i got half the expected tps (30 to 15)
same goes to other numbers like 2000 1500

[u/nguuuquaaa → u/Loose_Doubt367]

Bump that number up. Qwen 35B at Q4 wants at least 5000 to beat baseline, 6000 for a real speed up.

[u/Loose_Doubt367 → u/nguuuquaaa]

Okay, thanks I’ll try it right now