Local AI · Recipe · 1× RTX 5090

Llama 7B Q4_0 with llama.cpp on 1× RTX 5090

Llama 7B Q4_0 with llama.cpp on 1× RTX 5090: 300 tok/s according to github.com (dataset as of Nov 3, 2026).

by ggml-org

300tok/sPeak

1 request, synthetic prompt

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

Engine

Engine
llama.cpp commit lt. Scoreboard
Quantization
GGUF Q4_0
Model family
Llama
Context
—
Parameters
7B dense
Creator
ggml-org
GitHub stars
133,144
Repo updated
Nov 2, 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)300 tok/scontext tg128 · -fa 1, @totaldev Source 

Prefill by context

What you need

Hardware
1 × NVIDIA RTX 5090
Weights
Engine
llama.cpp commit lt. Scoreboard

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