localairecipes launch configs for local inference

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NVIDIA RTX PRO 6000 Blackwell 96GB ×1

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
GLM-5.3-Flash EXL3 3.05bpw on 1x RTX PRO 6000 - GPU expert cache, host-RAM streaming #1	42	68.3 tok/s	—	—	2851.4 tok/s	—	reported	0
Qwen3.8-Flash-Next NVFP4 RTX PRO 6000 Blackwell SM120 SGLang	40	227.8 tok/s	—	—	14235.1 tok/s	10101 ms	reported	0
Qwen3.8-Flash-Next NVFP4 RTX PRO 6000 Blackwell SGLang NVMe PLE	40	180.9 tok/s	408 tok/s	—	9990 tok/s	92 ms	reported	0
Qwen3.8-Flash-Next NVFP4 on RTX PRO 6000 Blackwell — TP1 MTP3	40	157.6 tok/s	—	674.2 tok/s	12104 tok/s	—	reported	1
Qwen3.8-27B NVFP4A4-AWQ 1x RTX PRO 6000 SGLang Fast Decode	34	149 tok/s	117 tok/s	40 tok/s	—	—	reported	0
Qwen3.8-27B Bit-Exact Spec-Decode 1x RTX PRO 6000 SGLang	34	106.6 tok/s	—	—	—	68500 ms	reported	0

NVIDIA CMP 170HX 64GB ×4 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
DeepSeek-V4.1-Flash-1017 Engram-NVMe TP4/PP4 4x CMP 170HX #1	45	355.7 tok/s	—	867.6 tok/s	2416 tok/s	—	reported	0
DeepSeek-V4.1-Flash-1017 Hybrid EXL3 TP4 4x CMP 170HX Morrowmake	45	319 tok/s	—	765 tok/s	3818 tok/s	—	reported	0
DeepSeek-V4.1-Flash-1017 EXL3 2.9bpw TC-MoE on 4x CMP 170HX TP4	45	195.4 tok/s	—	276.6 tok/s	1391.1 tok/s	—	reported	0
DeepSeek-V4.1-Flash-1017 Fidelity-First 4x CMP 170HX alanoo81	45	105.4 tok/s	325.2 tok/s	505 tok/s	2514 tok/s	—	reported	0
GLM-5.3-Flash on 4x CMP 170HX — Morrowmake recipe 1.8.0, TP4 DFlash2	42	264.4 tok/s	—	—	6264 tok/s	63 ms	reported	1
Qwen3.8-Flash-Next-FP8 4x CMP 170HX — PP4 MTP-4 patched vLLM (g4bwy)	40	184.4 tok/s	548 tok/s	—	10138 tok/s	91900 ms	reported	0
DeepSeek-V4.1-Flash EXL3 3bpw TC-MoE on 4x CMP 170HX TP4 (original checkpoint)	39	178.8 tok/s	343.9 tok/s	586.6 tok/s	1570 tok/s	—	reported	0
DeepSeek-V4.1-Flash (764B) on 4x CMP 170HX — PP4, shadow KV, EXL3 2bpw, DSpark K5, 512k ctx, native vision (kaka86mm)	39	60.7 tok/s	—	200.6 tok/s	—	—	reported	0
MiMo-V2.6-Flash-RL 309B MoE NVFP4 4x CMP 170HX TP4 DFlash 1M ctx (ElectroHobo)	38	322 tok/s	—	753.8 tok/s	2722 tok/s	—	reported	0
MiMo-V2.6-Flash-RL (omni) on 4x CMP 170HX — PP4, official fp8, three-tier KV, v3.3 (kaka86mm)	38	64.5 tok/s	—	—	6050 tok/s	3300 ms	reported	0

NVIDIA CMP 170HX 64GB ×1 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
Qwen3.8-Flash-Next 3bpw FP8-PLE 1x CMP 170HX DFlash2 RecoverSSM #1	40	296.4 tok/s	—	799.5 tok/s	4243 tok/s	—	reported	0
Qwen3.8-Flash-Next 3bpw MTP on 1x CMP 170HX SSD PLE AIO (iIIusi0n)	40	111 tok/s	78 tok/s	61 tok/s	2636 tok/s	105 ms	reported	0
Qwen3.8-27B INT8 MTP3 prefix-cache on 1x CMP 170HX Hynix	34	79 tok/s	—	—	—	—	reported	0

NVIDIA RTX 3090 24GB ×4 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
Qwen3.8-Flash-Next W4A16-Merlin on 4x RTX 3090 — TP2xPP2+EP, MTP3, FP8 KV, 925K pool (halt95) #1	40	174.3 tok/s	—	533.7 tok/s	5484 tok/s	960 ms	reported	0
Qwen3.8-27B AWQ-INT4 + DSpark on RTX 3090s — SGLang TP1/TP2/TP4	34	136.8 tok/s	103.8 tok/s	60.5 tok/s	1615.8 tok/s	98880 ms	reported	0

Machine-readable: /api/v1/leaderboard.json (these boards) · /api/v1/scores.json (per-recipe medians).