Drilldown: Recipe

GLM 5.3 Flash on 3x 8 GB (1) · GLM 5.3 Flash on 4x 8 GB (1) · Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE) (1)

GLM-5.3-Flash (320B MoE, 18B active) (2) · Qwen3.8-Flash-Next (1)

AutoRound 3 bpw + MTP: klee100/Qwen3.8-Flash-Next-AutoRound-3bpw-MTP; 95.37 GiB BF16 PLE table on SSD (1) · W4A16 (INT4 weights, group size 128, FP16 activations): canada-quant/GLM-5.3-Flash-W4A16-MTP (1) · W4A16, about 4.3 bpw, 163 GiB on disk (1)

Morrowmake/vllm-cmp170hx (via the glm53-flash-cmp170hx-recipe) (1) · Morrowmake/vllm-cmp170hx (vLLM fork, container image) (1) · vLLM a5a30471 plus a 13-file downstream patch (native Linux AIO PLE reader) (1)

None · recipe 0.2.1; engine 18305948ac · 0.1.dev1+ga5530b90c.d20260829 · 0.29.1rc1.dev402+ga5a30471f.ple1 · Deepinfer-SM80 2a828fc lineage; vLLM v0.28.1rc0 base · Deepinfer-SM80, vLLM v0.28.1rc0 base · Flun/glm53-flash-cmp170hx-exl3 at 5933112 · GNmac-lab at 2ad5741ab1; image ds41-cmp170hx:1.2.0-fidelity · latest-sm80 tag as of 2026-10-16 · not stated · q38fn/stack on nightly-7d0b4e57 · recipe 0.3.1; engine 18305948ac · recipe 1.0.0 (commit d4d1f525), engine a0c57b52 · recipe 1.0.0, engine a0c57b5237 · recipe 1.2.0 · recipe 1.8.0, engine 819146023f · recipe 31318fd; patches 0001-0020 · reports 0.0.0; patches/public-base-to-runtime.patch (109 files) · tag qwen38-recipe-1.0.0, engine 18305948ac · tag recipe-09 (309ef6d1); TabbyAPI deepseek-v41 (ce250ff) · upstream dev 0f685aa9fd plus 9 patches; repo db01c256 · v1.0.6 (this row) · vLLM 0.30.1rc1, fork commit 378c37b0 · vLLM v0.30.0 (ced6857a); plugin zankich/vllm v0.29.0z (6609bfef) · vllm-backport 3142ded1 · vllm-cmp170hx 18305948ac; TC-MoE fb9786ec · Other

8 GB (3)

1 (1) · 3 (1) · 4 (1)

PP3 (1) · single card (1) · TP4 (default) or PP4 (1)

262,144 (1) · 262,144 advertised (tested through 32K) (1) · about 1,000,000 (8-bit KV cache) (1)

None (1) · 110.99 (1) · 442.1 (1)

None (1) · 2,636 (1) · 3,161 (1)

64 GiB (1) · 64 GiB exposed, --gpu-memory-utilization 0.95 (1) · 64 GiB, --gpu-memory-utilization 0.96 (1)

None (1) · 180 W (2)

None (1) · 610.43.03 (1) · NVIDIA 580 or newer; P2P needs the Morrowmake/cmpunlocker build (1)

None (1) · cmpunlocker (64 GiB) (1) · cmpunlocker (64 GiB, 74 SMs); Morrowmake/cmpunlocker for P2P (1)

Proven (2) · Reported (1)

iIIusi0n (1) · shirogeek (1) · voidgiraffe (1)

September 19, 2026 (1) · October 16, 2026 (1) · October 19, 2026 (1)

https://discord.com/channels/1518634379604136178/1518695289278566450/1561743826945843304 (1) · https://github.com/iIIusi0n/qwen3.8-flash-next-cmp170hx (1) · https://github.com/Morrowmake/glm53-flash-cmp170hx-recipe (1)