Local AI · Recipe · 1× RTX PRO 6000

gpt-oss 21B-A3.6B MXFP4 with llama.cpp on 1× RTX PRO 6000

gpt-oss 21B-A3.6B MXFP4 with llama.cpp on 1× RTX PRO 6000: 287 tok/s according to github.com (dataset as of Nov 3, 2026).

by ggml-org

287tok/sPeak

1 request, synthetic prompt

Source: github.com
Intelligence (original model) · Artificial Analysis9with thinking

Engine

Engine
llama.cpp lt. Guide #15396
Quantization
MXFP4 (GGUF)
Model family
gpt-oss
Context
—
Parameters
21B MoE / 3.6B active
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)287 tok/scontext tg128 · Gpt-oss-20b Source 

Prefill by context

  • 2K11,522 tok/sGpt-oss-20b MXFP4, ub2048, fa1 Source 

What you need

Hardware
1 × NVIDIA RTX PRO 6000 Blackwell
Weights
Engine
llama.cpp lt. Guide #15396

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