Drilldown: Recipe
More actions
Use the filters below to narrow your results.
page:
DeepSeek V4.1 Flash on 4x 8 GB (alanoo fidelity build) (1) ·
DeepSeek V4.1 Flash on 4x 8 GB (GNmac) (1) ·
DeepSeek V4.1 Flash on 4x 8 GB (Morrowmake) (1) ·
DeepSeek V4.1 Flash on 4x 8 GB plus RTX PRO 6000 (ExLlamaV3 TP5) (1) ·
GLM 5.3 Flash on 2x 8 GB (ExLlamaV3 TP2) (1) ·
GLM 5.3 Flash on 4x 8 GB (1) ·
MiMo V2.6 Flash on 4x 8 GB (1) ·
Qwen3.8 Flash Next on 1x 8 GB (ElectroHobo 3 bpw) (1) ·
Qwen3.8 Flash Next on 1x 8 GB (iIIusi0n SSD PLE) (1) ·
Qwen3.8 Flash Next on 2x 8 GB (DUFRelic PP2) (1) ·
Qwen3.8 Flash Next on 2x 8 GB (ElectroHobo W4A16 TP2) (1) ·
Qwen3.8 Flash Next on 2x 8 GB (mannydelrio PP2) (1)
model:
DeepSeek-V4.1-Flash-1017 (4) ·
GLM-5.3-Flash (320B MoE, 18B active) (2) ·
MiMo-V2.6-Flash-RL (309B MoE, 15B active; text, image, video and audio input) (1) ·
Qwen3.8-Flash-Next (2) ·
Qwen3.8-Flash-Next (125B MoE per the recipe) (2) ·
Qwen3.8-Flash-Next-Uncensored (refusal-removed, from orcarouter) (1)
quant:
AutoRound 3 bpw + MTP: klee100/Qwen3.8-Flash-Next-AutoRound-3bpw-MTP; 95.37 GiB BF16 PLE table on SSD (1) ·
AutoRound mixed 2/3-bit (klee100, 2.998 effective bpw, 47 GiB on card) plus halt95's FP8 n-gram table in host RAM (1) ·
AWQ W4A16 g32 (leoncca/Qwen3.8-Flash-Next-Uncensored-AWQ-g32); PLE table converted to INT4 and served from SSD (1) ·
EXL3 3.05 bpw: turboderp/GLM-5.3-Flash-exl3; DFlash2 drafter converted to EXL3 6 bpw (1) ·
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 (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) ·
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 (1) ·
Hybrid: routed experts EXL3 2.9 bpw (LibertAIDAI), everything else official FP8/BF16; KV BF16 (1) ·
NVFP4 (ModelOpt mixed precision): ProCreations/MiMo-V2.6-Flash-RL-NVFP4, run as 4-bit weights with BF16 activations through Marlin (1) ·
W4A16 (INT4 weights, group size 128, FP16 activations): canada-quant/GLM-5.3-Flash-W4A16-MTP (1) ·
W4A16 INT4 g128 with the PLE table repacked INT4 g32: zankich/Qwen3.8-Flash-Next-W4A16-Merlin-INT4PLE-FP8KV; KV BF16 (1) ·
W4A16: halt95/Qwen3.8-Flash-Next-W4A16-Merlin (AutoRound INT4 g128 experts, INT8 GDN projections, FP8 n-gram table) (1)
engine:
ExLlamaV3 (patched, pinned) (1) ·
ExLlamaV3 fork (anoane/exllamav3-anemone) + TabbyAPI fork (anoane/tabbyAPI) (1) ·
GNmac-lab recipe image 1.2.0 (vLLM with sm_80 patches) plus three patches (1) ·
Morrowmake/vllm-cmp170hx (vLLM fork, container image) (2) ·
Morrowmake/vllm-cmp170hx image (Qwen EXL3 release) with patch files mounted read-only (1) ·
Morrowmake/vllm-cmp170hx image (tag qwen38-recipe-1.0.0) plus one mounted file (vLLM #58235 vision-sink fix) (1) ·
Morrowmake/vllm-cmp170hx image with patch files mounted read-only (1) ·
vLLM a5a30471 plus a 13-file downstream patch (native Linux AIO PLE reader) (1) ·
vLLM v0.30.0 + zankich INT4-PLE plugin + six hash-guarded patch layers (1) ·
vLLM with a pinned sm_80 patch stack (built locally from source) (1) ·
wtdcode/vllm-backport 3142ded1 plus a two-file patch and two tinybeast PLE plugins (venv, no container) (1)
engine version:
0.29.1rc1.dev402+ga5a30471f.ple1 (1) ·
GNmac-lab at 2ad5741ab1; image ds41-cmp170hx:1.2.0-fidelity (1) ·
recipe 0.2.1; engine 18305948ac (2) ·
recipe 0.3.1; engine 18305948ac (1) ·
recipe 1.0.0, engine a0c57b5237 (1) ·
recipe 1.2.0 (1) ·
recipe 1.8.0, engine 819146023f (1) ·
tag recipe-09 (309ef6d1); TabbyAPI deepseek-v41 (ce250ff) (1) ·
upstream dev 0f685aa9fd plus 9 patches; repo db01c256 (1) ·
vLLM v0.30.0 (ced6857a); plugin zankich/vllm v0.29.0z (6609bfef) (1) ·
vllm-backport 3142ded1 (1)
cards:
topology:
PP2 (layer partition 25,23), no P2P (1) ·
PP2, MTP depth 3 (1) ·
single card (2) ·
TP2 over NCCL (GPU P2P), DFlash2 K7 plus hybrid drafting (1) ·
TP2 with whole-expert expert parallel (1) ·
TP4 (default) or PP4 (1) ·
TP4 (default) or PP4 for x1/x4 links (1) ·
TP4 (P2P on); expert parallel off (1) ·
TP4 with expert parallel (96 whole experts per card) (1) ·
TP4, P2P on (1) ·
TP5 across four CMP 170HX and one RTX PRO 6000 Blackwell (native backend, reduces through host memory); MTP draft on the PRO (1)
context:
decode tps:
prefill tps:
vram per card:
64 GB, --gpu-memory-utilization 0.94, TB_TORCH_MEM_CAP_GIB=61.5 (1) ·
64 GiB (64,911 MiB usable), GPU_MEMORY_UTILIZATION 0.98 (1) ·
64 GiB exposed, --gpu-memory-utilization 0.95 (2) ·
64 GiB, --gpu-memory-utilization 0.90 (1) ·
64 GiB, --gpu-memory-utilization 0.95 (fixed) (1) ·
64 GiB, --gpu-memory-utilization 0.96 (1) ·
64 GiB, GPU_MEMORY_UTILIZATION 0.95 (1) ·
64 GiB, GPU_UTIL 0.95 (fixed) (1) ·
64 GiB; weights 45.5 GiB plus 10 GiB KV per card; GPU_UTIL 0.94 (fixed) (1) ·
about 62.9 / 62.3 GiB idle, peaks about 64.4 / 63.0 GiB with vision (1) ·
gpu_split 58 GB per CMP, 70 GB on the PRO (1)
power cap:
driver: (Click arrow to add another value)
unlock build:
amoghmunikote/cmpunlocker 6c442eeb (patch 0016 SM reconfig, 74 SMs) plus Bayley P2P patches 0011/0013/0015 (1) ·
cmpunlocker (64 GiB) (1) ·
cmpunlocker (64 GiB); P2P-capable driver for the NCCL backend (1) ·
cmpunlocker (64 GiB, 74 SMs) (1) ·
cmpunlocker (64 GiB, 74 SMs) with a P2P-capable build (2) ·
cmpunlocker (64 GiB, 74 SMs) with a P2P-capable driver for TP4 (1) ·
cmpunlocker (64 GiB, 74 SMs); Morrowmake/cmpunlocker for P2P (2) ·
cmpunlocker fork with P2P (without Morrowmake's TRAP31 patch) (1) ·
cmpunlocker v0.5+ (sudo ./install.sh --profile=8gb --no-iommu) (1) ·
Morrowmake/cmpunlocker 1f2c498; modprobe RmForceEnableGen2=1, RMPcieLinkSpeed=0x1, ForceP2P=0x11 (1)
status:
tested by:
tested on:
source: (Click arrow to add another value)
Showing below up to 12 results in range #1 to #12.