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Every recipe on the wiki: a model running on CMP 170HX cards, with the settings and the numbers. Click a column heading to sort; long values are cut to one line, hover for the full text or open the recipe.
Filter by card variant: 8 GB only · 10 GB only · recipes for both · Category:Recipes for 8 GB · Category:Recipes for 10 GB. Status is computed: Proven means someone else reproduced it (see Status taxonomy).
On a phone this table shows the recipe, cards, decode speed and status. Open a recipe for the rest, or turn the phone sideways.
| Recipe | Model | Quant | Engine | Cards | Context | Decode tok/s | Prefill tok/s | Power cap | Status | Tested by | Tested on |
|---|---|---|---|---|---|---|---|---|---|---|---|
| GLM 5.3 Flash on 4x 8 GB | GLM-5.3-Flash (320B MoE, 18B active) | W4A16 (INT4 weights, group size 128, FP16 activations): canada-quant/GLM-5.3-Flash-W4A16-MTP | Morrowmake/vllm-cmp170hx (vLLM fork, container image) | 8 GB | 262,144 | Proven | |||||
| Qwen3.8 Flash Next on 2x 8 GB (ElectroHobo W4A16 TP2) | Qwen3.8-Flash-Next (125B MoE per the recipe) | W4A16: halt95/Qwen3.8-Flash-Next-W4A16-Merlin (AutoRound INT4 g128 experts, INT8 GDN projections, FP8 n-gram table) | Morrowmake/vllm-cmp170hx image (Qwen EXL3 release) with patch files mounted read-only | 8 GB | 262,144 | Proven | |||||
| Qwen3.8 Flash Next on 1x 8 GB (ElectroHobo 3 bpw) | Qwen3.8-Flash-Next (125B MoE per the recipe) | AutoRound mixed 2/3-bit (klee100, 2.998 effective bpw, 47 GiB on card) plus halt95's FP8 n-gram table in host RAM | Morrowmake/vllm-cmp170hx image with patch files mounted read-only | 8 GB | 262,144 | Reported | |||||
| DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake) | DeepSeek-V4.1-Flash-1017 | Hybrid: routed experts EXL3 2.9 bpw (LibertAIDAI), everything else official FP8/BF16; KV BF16 | Morrowmake/vllm-cmp170hx (vLLM fork, container image) | 8 GB | 262,144 | Reported | |||||
| MiMo V2.6 Flash on 4x 8 GB | MiMo-V2.6-Flash-RL (309B MoE, 15B active; text, image, video and audio input) | NVFP4 (ModelOpt mixed precision): ProCreations/MiMo-V2.6-Flash-RL-NVFP4, run as 4-bit weights with BF16 activations through Marlin | Morrowmake/vllm-cmp170hx image (tag qwen38-recipe-1.0.0) plus one mounted file (vLLM #58235 vision-sink fix) | 8 GB | 1,048,576 | Reported | |||||
| DeepSeek V4.1 Flash on 4x 8 GB (GNmac) | DeepSeek-V4.1-Flash-1017 | 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 | vLLM with a pinned sm_80 patch stack (built locally from source) | 8 GB | 262,144 (up to 1,048,576) | Proven | |||||
| Qwen3.8 Flash Next on 2x 8 GB (Plean PP2) | Qwen3.8-Flash-Next | Mixed INT4 AutoRound (Minachist/Qwen3.8-Flash-Next-INT4-Mixed-AutoRound, about 65 GB) with the full BF16 PLE table on NVMe | vLLM 0.29.1rc1 nightly plus the checkpoint author's patches | 8 GB | 262,144 (256K in the post) | Reported | |||||
| Qwen3.8 Flash Next on 2x 8 GB (mannydelrio PP2) | Qwen3.8-Flash-Next-Uncensored (refusal-removed, from orcarouter) | AWQ W4A16 g32 (leoncca/Qwen3.8-Flash-Next-Uncensored-AWQ-g32); PLE table converted to INT4 and served from SSD | wtdcode/vllm-backport 3142ded1 plus a two-file patch and two tinybeast PLE plugins (venv, no container) | 8 GB | 262,144 | Reported | |||||
| Qwen3.8 27B on 1x 8 GB (W4A16 vLLM) | Qwen3.8-27B (dense) | W4A16 (INT4 weights, Marlin kernels) | vLLM | 8 GB | 262,144 native (YaRN to about 500k in the recipe's long variant) | Reported | |||||
| DeepSeek V4.1 Flash on 6x 8 GB (Deepinfer-SM80 TP2 x PP3) | DeepSeek-V4.1-Flash-1017 | Official checkpoint (FP8 dense, FP4 experts); software FP8 on sm_80 | vLLM PR #56201 head (79a7108d) plus the two Deepinfer-SM80 patches and 30 drop-in modules | 8 GB | 1,048,576 | Reported | |||||
| DeepSeek V4.1 Flash heretic on 4x 8 GB | DeepSeek-V4.1-Flash-1017 heretic (pqhaz abliteration) | Hybrid: routed experts EXL3 2.9 bpw (LibertAIDAI), everything else official FP8/BF16 with the 38 heretic attn.wo_b tensors | Morrowmake/vllm-cmp170hx (vLLM fork, container image) | 8 GB | 262,144 | Reported | |||||
| DeepSeek V4.1 Flash on 8x 8 GB (Deepinfer-SM80 TP4 x PP2) | DeepSeek-V4.1-Flash-1017 | Official checkpoint (FP8 dense, FP4 experts); software FP8 on sm_80 | vLLM PR #56201 head (79a7108d) plus the two Deepinfer-SM80 patches and 30 drop-in modules | 8 GB | 1,048,576 | Reported | |||||
| Qwen3.8 Flash Next on 2x 8 GB (Morrowmake EXL3) | Qwen3.8-Flash-Next | EXL3 5.05 bpw; PLE (n-gram) table read from SSD | Morrowmake/vllm-cmp170hx (EXL3 path) | 8 GB | 262,144 | Reported | |||||
| DeepSeek V4.1 Flash on 4x 8 GB (CurtisAccelerate TC-MoE) | DeepSeek-V4.1-Flash-1017 | Hybrid: LibertAI EXL3 2.9 bpw routed experts (layers 0-39), official FP8/FP4 for attention, shared experts, head, draft and Engram; KV fp8_ds_mla | Morrowmake/vllm-cmp170hx (bind-mounted sm80 package) plus the author's tensor-core MoE kernels | 8 GB | 262,144 (weights address 1,048,576) | Reported | |||||
| Qwen3.8 Flash Next on 2x 8 GB (DUFRelic PP2) | Qwen3.8-Flash-Next | W4A16 INT4 g128 with the PLE table repacked INT4 g32: zankich/Qwen3.8-Flash-Next-W4A16-Merlin-INT4PLE-FP8KV; KV BF16 | vLLM v0.30.0 + zankich INT4-PLE plugin + six hash-guarded patch layers | 8 GB | 262,144 | Reported | |||||
| DeepSeek V4.1 Flash on 8x 8 GB (Zanooda PP8) | DeepSeek-V4.1-Flash-1017 | Official checkpoint as downloaded: MXFP4 routed experts as Marlin W4A16, MXFP8 dense as Marlin W8A16; KV fp8 | vLLM PR #56201 head (79a7108d) plus a 20-patch sm_80 series; image zanooda/vllm-sm80-ds41f:v41-sm80 | 8 GB | 1,048,576 | Reported | |||||
| Qwen3.8 Flash Next on 4x 8 GB | Qwen3.8-Flash-Next | AWQ W4A16: wtdcode/Qwen3.8-Flash-Next-AWQ-W4A16 | wtdcode/vllm-backport (image lazymio/vllm-backport:latest-sm80) | 8 GB | 1,000,000 (YaRN x4 from 262,144) | Reported | |||||
| Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE) | Qwen3.8-Flash-Next | AutoRound 3 bpw + MTP: klee100/Qwen3.8-Flash-Next-AutoRound-3bpw-MTP; 95.37 GiB BF16 PLE table on SSD | vLLM a5a30471 plus a 13-file downstream patch (native Linux AIO PLE reader) | 8 GB | 262,144 advertised (tested through 32K) | Proven | |||||
| GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 TP2) | GLM-5.3-Flash (320B MoE, 18B active) | EXL3 3.05 bpw: turboderp/GLM-5.3-Flash-exl3; DFlash2 drafter converted to EXL3 6 bpw | ExLlamaV3 (patched, pinned) | 8 GB | 392,960 per request; 655,360-token Q8 KV pool shared by two requests | Reported | |||||
| DeepSeek V4.1 Flash on 4x 8 GB (alanoo fidelity build) | DeepSeek-V4.1-Flash-1017 | 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 | GNmac-lab recipe image 1.2.0 (vLLM with sm_80 patches) plus three patches | 8 GB | 262,144 | Reported | |||||
| DeepSeek V4.1 Flash on 4x 8 GB plus RTX PRO 6000 (ExLlamaV3 TP5) | DeepSeek-V4.1-Flash-1017 | EXL3 3.5 bpw (LibertAIDAI; routed experts 4 bpw on layers 0-9 and 30-39, 3 bpw on 10-29; attention and shared experts 6 bpw) plus the official Engram shards | ExLlamaV3 fork (anoane/exllamav3-anemone) + TabbyAPI fork (anoane/tabbyAPI) | 8 GB | 1,048,576 FP16 | Reported | |||||
| DeepSeek V4.1 Flash on 6x 8 GB (TP6) | DeepSeek-V4.1-Flash-1017 | Official checkpoint: dense MXFP8 through an SM80 Marlin W8A16 path, routed experts MXFP4 through W4A16; KV FP8 | Custom SM80 vLLM (patched from public commit 79a7108d9) | 8 GB | 1,048,576 | Reported | |||||
| Qwen3.8 Flash Next on 2x 8 GB (vektorprime PP2) | Qwen3.8-Flash-Next | AWQ INT4: cyankiwi/Qwen3.8-Flash-Next-AWQ-INT4; 95 GiB BF16 PLE table in host RAM (FP8 table optional) | vLLM nightly + PR #53899 (a5530b9) + the repo's patch scripts | 8 GB | 262,144 | Reported | |||||
| Qwen3.8 Flash Next on 3x 8 GB (clee PP3) | Qwen3.8-Flash-Next | W4A16 AutoRound: Intel/Qwen3.8-Flash-Next-W4A16-AutoRound; 95.4 GiB BF16 PLE table streamed from NVMe; KV fp8 e4m3 (software-decoded on SM80) | vLLM nightly 7d0b4e57 plus the author's pure-Python fork clee/vllm-sm80 (branch q38fn/stack) | 8 GB | 1,048,576 (YaRN x4) | Proven | |||||
| DeepSeek V4.1 Flash on 2x 8 GB (Project Maya) | DeepSeek-V4.1-Flash-1017 (748B in the Maya README) | Maya GGUF (Maya-S 340 GB or Maya-XS 277 GB; Engram tables stay on SSD) | Project Maya (Strata and llama.cpp lineage) | 8 GB | Reported | ||||||
| GLM 5.3 Flash on 2x 8 GB (Project Maya) | GLM-5.3-Flash (321B in the Maya README) | Maya-M GGUF (116 GB), every expert in VRAM; Maya-S (96.5 GB) and Maya-S24 (94.7 GB) also reported | Project Maya (Strata and llama.cpp lineage, EXL3 loading, DFlash2 drafter) | 8 GB | Reported | ||||||
| GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 layer split) | GLM-5.3-Flash (320B MoE, 18B active) | EXL3 3.05 bpw: turboderp/GLM-5.3-Flash-exl3 | ExLlamaV3 1.5.4 (built for SM80) with a small OpenAI-compatible server | 8 GB | 392,960 (profile q8_384k) | Proven | |||||
| GLM 5.3 on 8x 8 GB (vllm-170hx-glm5) | GLM-5.3 (full 78-layer DSA MoE, not Flash) | GLM-5.3-Int4-Int8Mix-AWQ-g64; drafter incoai/GLM-5.3-DFlash2 | Morrowmake/vllm-cmp170hx branch ampere-glm53 plus fail-closed source patches | 8 GB | 1,048,576 per request | Proven | |||||
| GLM 5.3 on 8x 8 GB (Int4-Int8Mix PP8) | GLM-5.3 (full 78-layer, not Flash) | GLM-5.3-Int4-Int8Mix (INT4 / INT8 mix); KV fp8_ds_mla | vLLM (build not stated) | 8 GB | 1,048,576 | Reported | |||||
| GLM 5.3 Flash on 3x 8 GB | GLM-5.3-Flash (320B MoE, 18B active) | W4A16, about 4.3 bpw, 163 GiB on disk | Morrowmake/vllm-cmp170hx (via the glm53-flash-cmp170hx-recipe) | 8 GB | about 1,000,000 (8-bit KV cache) | Reported |