Local AI · Recipe · 1× RTX PRO 6000

Laguna-S-2.1 NVFP4 with vLLM on 1× RTX PRO 6000

Laguna-S-2.1 NVFP4 with vLLM on 1× RTX PRO 6000: 155 tok/s according to github.com (dataset as of Nov 3, 2026).

by Infatoshi

155tok/sPeak

1 request, code prompt

Source: github.com
Intelligence (original model) · Artificial Analysisno independent value

Engine

Engine
vLLM 0.25.1
Quantization
NVFP4 (nativ)
Model family
Laguna-S-2.1
Context
262,144
Creator
Infatoshi
GitHub stars
10
Repo updated
Jul 22, 2026

Measurements

Every sourced value of this recipe, each with its condition and source. Bars relative to the largest value in the group.

Decode · 1 request

  • Peak (decode)155 tok/sOutput-Throughput (tok/s) im kontrollierten A/B, temp 0.7/top-p 0.95, Coding-Agent-Prompts, mit Patch; Prompt-Länge nicht angegeben Source 

What you need

Hardware
1 × NVIDIA RTX PRO 6000 Blackwell
Weights
Engine
vLLM 0.25.1
Context
262,144 tokens

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