Drilldown: Recipe
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DeepSeek V4.1 Flash on 4x 8 GB (alanoo fidelity build) (1) ·
DeepSeek V4.1 Flash on 8x 8 GB (Zanooda PP8) (1) ·
GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 TP2) (1) ·
GLM 5.3 Flash on 8x 8 GB (promisezackr PP8 NVFP4 DFlash2) (1) ·
Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE) (1) ·
Qwen3.8 Flash Next on 4x 8 GB (1)
model:
quant:
AutoRound 3 bpw + MTP: klee100/Qwen3.8-Flash-Next-AutoRound-3bpw-MTP; 95.37 GiB BF16 PLE table on SSD (1) ·
AWQ W4A16: wtdcode/Qwen3.8-Flash-Next-AWQ-W4A16 (1) ·
EXL3 3.05 bpw: turboderp/GLM-5.3-Flash-exl3; DFlash2 drafter converted to EXL3 6 bpw (1) ·
Hybrid: all 40 expert layers at 3 bits (LibertAI 2.9 bpw pack with layers 18-22 grafted from the 3.5 bpw pack), official FP8 dense tensors (1) ·
LibertAIDAI/GLM-5.3-Flash-NVFP4 (ModelOpt NVFP4, routed experts only, 181 GiB), run through Marlin W4A16 kernels; GLM-5.3-Flash DFlash2 drafter (5 sliding-window layers) (1) ·
Official checkpoint as downloaded: MXFP4 routed experts as Marlin W4A16, MXFP8 dense as Marlin W8A16; KV fp8 (1)
engine:
ExLlamaV3 (patched, pinned) (1) ·
GNmac-lab recipe image 1.2.0 (vLLM with sm_80 patches) plus three patches (1) ·
vLLM a5a30471 plus a 13-file downstream patch (native Linux AIO PLE reader) (1) ·
vLLM PR #56201 head (79a7108d) plus a 20-patch sm_80 series; image zanooda/vllm-sm80-ds41f:v41-sm80 (1) ·
vLLM: official vllm/vllm-openai:glm53-flash image plus promisezackr's 24 patches (SM8x base from 344303947/vllm170hx, pipeline parallel for GLM-5.3-Flash, DFlash2 under PP8) (1) ·
wtdcode/vllm-backport (image lazymio/vllm-backport:latest-sm80) (1)
engine version:
0.29.1rc1.dev402+ga5a30471f.ple1 (1) ·
GNmac-lab at 2ad5741ab1; image ds41-cmp170hx:1.2.0-fidelity (1) ·
latest-sm80 tag as of 2026-10-16 (1) ·
recipe 31318fd; patches 0001-0020 (1) ·
upstream dev 0f685aa9fd plus 9 patches; repo db01c256 (1) ·
v0.1.dev20051+g487ecf187 (the image's vLLM); repo commit 90ec72e (1)
cards:
topology:
PP8 (VLLM_PP_LAYER_PARTITION=7,5,7,5,7,5,7,2) with DFlash2, 7 draft tokens; PCIe Gen2 x4, no P2P; host 2x Xeon E5-2690 v4, 96 GB DDR4 (1) ·
PP8, partition 5,5,5,5,5,5,5,5 (1) ·
single card (1) ·
TP2 over NCCL (GPU P2P), DFlash2 K7 plus hybrid drafting (1) ·
TP4 with expert parallel, MTP 3 (1) ·
TP4, P2P on (1)
context:
decode tps:
vram per card:
64 GB (1) ·
64 GB, --gpu-memory-utilization 0.90 (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 (64,911 MiB usable), GPU_MEMORY_UTILIZATION 0.98 (1) ·
64 GiB, --gpu-memory-utilization 0.96 (1) ·
about 62.9 / 62.3 GiB idle, peaks about 64.4 / 63.0 GiB with vision (1)
power cap:
driver:
unlock build:
status:
tested by:
tested on:
source:
https://discord.com/channels/1518634379604136178/1528826330454429706/1560602001908170753 (1) ·
https://github.com/alanoo81/deepseek-v41-flash-4x-cmp170hx (1) ·
https://github.com/alexvnesta/glm53-flash-cmp170hx-tp (1) ·
https://github.com/iIIusi0n/qwen3.8-flash-next-cmp170hx (1) ·
https://github.com/promisezackr/glm53-flash-170hx-pp8 (1) ·
https://github.com/Zanooda/deepseek-v4.1-flash-cmp170hx (1)
Showing below up to 6 results in range #1 to #6.