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 (vLLM fork, container image) · vLLM PR #56201 head (79a7108d) plus the two Deepinfer-SM80 patches and 30 drop-in modules · Custom SM80 vLLM (patched from public commit 79a7108d9) · ExLlamaV3 (patched, pinned) · ExLlamaV3 1.5.4 (built for SM80) with a small OpenAI-compatible server · ExLlamaV3 fork (anoane/exllamav3-anemone) + TabbyAPI fork (anoane/tabbyAPI) · GNmac-lab recipe image 1.2.0 (vLLM with sm_80 patches) plus three patches · Morrowmake/vllm-cmp170hx (bind-mounted sm80 package) plus the author's tensor-core MoE kernels · Morrowmake/vllm-cmp170hx (EXL3 path) · Morrowmake/vllm-cmp170hx (via the glm53-flash-cmp170hx-recipe) · Morrowmake/vllm-cmp170hx branch ampere-glm53 plus fail-closed source patches · Morrowmake/vllm-cmp170hx image (Qwen EXL3 release) with patch files mounted read-only · Morrowmake/vllm-cmp170hx image (tag qwen38-recipe-1.0.0) plus one mounted file (vLLM #58235 vision-sink fix) · Morrowmake/vllm-cmp170hx image with patch files mounted read-only · Project Maya (Strata and llama.cpp lineage) · Project Maya (Strata and llama.cpp lineage, EXL3 loading, DFlash2 drafter) · vLLM · vLLM (build not stated) · vLLM 0.29.1rc1 nightly plus the checkpoint author's patches · vLLM a5a30471 plus a 13-file downstream patch (native Linux AIO PLE reader) · vLLM nightly + PR #53899 (a5530b9) + the repo's patch scripts · vLLM nightly 7d0b4e57 plus the author's pure-Python fork clee/vllm-sm80 (branch q38fn/stack) · vLLM PR #56201 head (79a7108d) plus a 20-patch sm_80 series; image zanooda/vllm-sm80-ds41f:v41-sm80 · vLLM v0.30.0 + zankich INT4-PLE plugin + six hash-guarded patch layers · vLLM with a pinned sm_80 patch stack (built locally from source) · wtdcode/vllm-backport (image lazymio/vllm-backport:latest-sm80) · wtdcode/vllm-backport 3142ded1 plus a two-file patch and two tinybeast PLE plugins (venv, no container) · Other · None

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://discord.com/channels/1518634379604136178/1528826330454429706/1557523316120748073 (1) · https://github.com/arvkmr/vllm-170hx-glm5 (1) · https://github.com/HalfVulpes/Deepinfer-SM80 (1) · https://github.com/Zanooda/deepseek-v4.1-flash-cmp170hx (1)