Local AI · Recipe · 4× RTX 3090

Laguna-S-2.1 118B INT4 with vLLM on 4× RTX 3090

Laguna-S-2.1 118B INT4 with vLLM on 4× RTX 3090: 283 tok/s according to github.com (dataset as of Nov 3, 2026).

by tonyd2wild

283tok/sPeak

1 request, code prompt

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

Engine

Engine
vLLM 0.25.1
Quantization
INT4 + FP8 KV
Model family
Laguna-S-2.1
Context
204,800
Parameters
~118B
Creator
tonyd2wild
GitHub stars
2
Repo updated
Jul 29, 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)283 tok/scontext 500 HTML tokens · Temp 0, HTML-Output (best case) Source 

What you need

Hardware
4 × NVIDIA RTX 3090
Weights
Engine
vLLM 0.25.1
Context
204,800 tokens

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