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Drilldown: Recipe

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Recipe > cards: 8 GB & card count: 4-8 & status: Proven

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page:
DeepSeek V4.1 Flash on 4x 8 GB (GNmac) (1) · GLM 5.3 Flash on 4x 8 GB (1) · GLM 5.3 on 8x 8 GB (vllm-170hx-glm5) (1)
model:
DeepSeek-V4.1-Flash-1017 (1) · GLM-5.3 (full 78-layer DSA MoE, not Flash) (1) · GLM-5.3-Flash (320B MoE, 18B active) (1)
quant:
GLM-5.3-Int4-Int8Mix-AWQ-g64; drafter incoai/GLM-5.3-DFlash2 (1) · Hybrid: routed experts EXL3 (mostly 3 bpw, 2 bpw on layers 18-22) from LibertAI's 2.9 bpw pack; attention, shared experts, indexer and DSpark drafter official FP8; KV fp8_ds_mla (1) · W4A16 (INT4 weights, group size 128, FP16 activations): canada-quant/GLM-5.3-Flash-W4A16-MTP (1)
engine:
Morrowmake/vllm-cmp170hx (vLLM fork, container image) (1) · Morrowmake/vllm-cmp170hx branch ampere-glm53 plus fail-closed source patches (1) · vLLM with a pinned sm_80 patch stack (built locally from source) (1)
engine version:
recipe 1.2.0 (1) · recipe 1.8.0, engine 819146023f (1) · vLLM 0.30.1rc1, fork commit 378c37b0 (1)
cards: (Click arrow to add another value)
card count:
4 (2) · 8 (1)
topology:
PP8 (also PP9 and PP10), TP1 (1) · TP4 (default) or PP4 (1) · TP4 (default) or PP4 for x1/x4 links (1)
context:
1,048,576 per request (1) · 262,144 (1) · 262,144 (up to 1,048,576) (1)
decode tps:
48.7 (1) · 258 (1) · 442.1 (1)
prefill tps:
1,833 (1) · 2,416 (1) · 3,161 (1)
vram per card:
64 GiB exposed, --gpu-memory-utilization 0.95 (1) · 64 GiB, GPU_MEMORY_UTILIZATION 0.95 (1) · 64 GiB, GPU_UTIL 0.96 at PP8 (1)
power cap:
170 W (author's 10-card run) (1) · 180 W (1) · 180 W (nvidia-smi -pl 180) (1)
driver:
None (1) · CUDA 13 capable; measured on 610.43.02 (1) · NVIDIA 580 or newer; P2P needs the Morrowmake/cmpunlocker build (1)
unlock build:
None (1) · cmpunlocker (64 GiB, 74 SMs) with a P2P-capable driver for TP4 (1) · cmpunlocker (64 GiB, 74 SMs); Morrowmake/cmpunlocker for P2P (1)
status: (Click arrow to add another value)
tested by:
greencandle9753 (1) · reala7096 (1) · voidgiraffe (1)
tested on:
September 29, 2026 (1) · October 16, 2026 (1) · October 26, 2026 (1)
source:
https://github.com/arvkmr/vllm-170hx-glm5 (1) · https://github.com/GNmac-lab/deepseek-v41-flash-1017-cmp170hx (1) · https://github.com/Morrowmake/glm53-flash-cmp170hx-recipe (1)

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