Drilldown: Recipe

DeepSeek V4.1 Flash on 8x 8 GB (Deepinfer-SM80 TP4 x PP2) (1) · DeepSeek V4.1 Flash on 8x 8 GB (Zanooda PP8) (1) · GLM 5.3 on 8x 8 GB (Int4-Int8Mix PP8) (1) · GLM 5.3 on 8x 8 GB (vllm-170hx-glm5) (1)

DeepSeek-V4.1-Flash-1017 (2) · GLM-5.3 (full 78-layer DSA MoE, not Flash) (1) · GLM-5.3 (full 78-layer, not Flash) (1)

GLM-5.3-Int4-Int8Mix (INT4 / INT8 mix); KV fp8_ds_mla (1) · GLM-5.3-Int4-Int8Mix-AWQ-g64; drafter incoai/GLM-5.3-DFlash2 (1) · Official checkpoint (FP8 dense, FP4 experts); software FP8 on sm_80 (1) · Official checkpoint as downloaded: MXFP4 routed experts as Marlin W4A16, MXFP8 dense as Marlin W8A16; KV fp8 (1)

Morrowmake/vllm-cmp170hx branch ampere-glm53 plus fail-closed source patches (1) · vLLM (build not stated) (1) · vLLM PR #56201 head (79a7108d) plus a 20-patch sm_80 series; image zanooda/vllm-sm80-ds41f:v41-sm80 (1) · vLLM PR #56201 head (79a7108d) plus the two Deepinfer-SM80 patches and 30 drop-in modules (1)

None (1) · Deepinfer-SM80, vLLM v0.28.1rc0 base (1) · recipe 31318fd; patches 0001-0020 (1) · vLLM 0.30.1rc1, fork commit 378c37b0 (1)

8 GB (4)

8 (4)

PP8 (also PP9 and PP10), TP1 (1) · PP8, partition 5,5,5,5,5,5,5,5 (1) · PP8, TP1 (1) · TP4 x PP2, partition 20,20 (1)

1,048,576 (3) · 1,048,576 per request (1)

25 (1) · 48.7 (1) · 117 (1) · 153.35 (1)

None (1) · 1,833 (1) · 3,463 (1) · 6,066 (1)

64 GB; weights 35.9 GB per rank (ranks 1-6), 37.6 GB rank 0, 46.3 GB rank 7 (1) · 64 GiB, --gpu-memory-utilization 0.95 (1) · 64 GiB, --gpu-memory-utilization 0.97 (1) · 64 GiB, GPU_UTIL 0.96 at PP8 (1)

None (1) · 170 W (author's 10-card run) (1) · 180 W (one card unstable at 250 W) (1) · 200 W (1)

None (4)

None (3) · cmpunlocker with the BAR1 P2P patches (64 GiB BAR1 per card) (1)

Proven (1) · Reported (3)

1a2b3c0967 (1) · HalfVulpes (1) · reala7096 (1) · Zanooda (1)

September 29, 2026 (1) · October 7, 2026 (1) · October 19, 2026 (1) · October 28, 2026 (1)

https://github.com/HalfVulpes/Deepinfer-SM80 · https://github.com/Morrowmake/dsv41-flash-cmp170hx-recipe · https://github.com/mw00/project-maya#how-fast-is-it · https://discord.com/channels/1518634379604136178/1518695289278566450/1561743826945843304 · https://discord.com/channels/1518634379604136178/1528826330454429706/1557523316120748073 · https://discord.com/channels/1518634379604136178/1528826330454429706/1560602001908170753 · https://github.com/alanoo81/deepseek-v41-flash-4x-cmp170hx · https://github.com/alexvnesta/glm53-flash-cmp170hx-tp · https://github.com/anoane/09-deepseek-v41-flash-1017-exl3-tp5-1m · https://github.com/arvkmr/vllm-170hx-glm5 · https://github.com/clee/qwen3.8-flash-next-3x170hx · https://github.com/CurtisAccelerate/DeepSeekv41-Flash-1017-EXL3-CMP170HX · https://github.com/DUFRelic/qwen38-flash-next-recipe · https://github.com/ElectroHobo/mimo-v26-flash-cmp170hx-recipe · https://github.com/ElectroHobo/qwen38-flash-next-3bpw-1x-cmp170hx-recipe · https://github.com/ElectroHobo/qwen38-flash-next-w4a16-2x-cmp170hx-recipe · https://github.com/Flun/glm53-flash-cmp170hx-exl3 · https://github.com/GNmac-lab/deepseek-v41-flash-1017-cmp170hx · https://github.com/iIIusi0n/qwen3.8-flash-next-cmp170hx · https://github.com/mannydelrio/qwen38-flash-next-2x-cmp170hx · https://github.com/Morrowmake/glm53-flash-cmp170hx-recipe · https://github.com/Morrowmake/qwen38-flash-next-cmp170hx-recipe · https://github.com/vektorprime/qwen38-flash-next-pp2 · https://github.com/wgkbfcp/deepseek-v4.1-flash-1017-cmp170hx-recipe · https://github.com/Zanooda/deepseek-v4.1-flash-cmp170hx · https://www.bozocentral.com/2x-cmp170hx-qwen3-flash-next · https://www.reddit.com/r/LocalLLM/comments/1w2f03e/qwen3827b_w4a16_on_one_64_gb_cmp_170hx_16070/ · Other · None