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Qwen3.8-27B · NVFP4

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NVIDIA RTX PRO 6000 Blackwell96GBSGLang main (2026-09)L0 Self-reported

This page aggregates 1 real-world runs of Qwen3.8-27B (NVFP4) on NVIDIA RTX PRO 6000 Blackwell with SGLang, contributed by 1 independent source platforms; metrics are averages of published measurements.

171.1 tok/s

Decode

Decode speed

10,877.7 tok/s

Prefill

Prefill speed

1.51 s

TTFT

Time to first token

88.32 GB

VRAM

VRAM usage

L0 Self-reported

1

Measured runs

1

Independent sources

Other

Source platforms

5 days ago

Last verified

Performance

  1. SGLang · NVFP4 (current)Decode 171.1 · Prefill 10877.7 ·

Core figures

Decode (avg)
171.1 tok/s
Prefill (avg)
10,877.7 tok/s
TTFT (avg)
1.51 s
VRAM (avg)
88.32 GB
MTP acceptance rate
—
TTFB
— GB
Power draw
— W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3.8-27B
Quantization
NVFP4
Framework
SGLang
Version
main (2026-09)
Context length
262144 tokens
Batch size
1
Flash Attention
On

Hardware

Nominal and measured figures are shown side by side; whether it runs is the reader's call

GPU
NVIDIA RTX PRO 6000 Blackwell
Nominal VRAM
96 GB
Measured VRAM (avg)
88.32 GB
OS
Ubuntu 24.04

Get started

Original model resources

Base model resources may not match this quantization. Use the verified deployment weights above when available.

Startup command

Command from the latest benchmark run
sglang serve --model-path RadixArk/Qwen3.8-27B-NVFP4 --context-length 262144 --kv-cache-dtype fp8_e4m3 --mem-fraction-static 0.92 --attention-backend flashinfer --speculative-algorithm DFLASH --speculative-draft-model-path incoai/Qwen3.8-27B-DFlash2 --speculative-num-draft-tokens 8

Sources & evidence

1 measured records in total, each traceable to its original source

  1. L0 Self-reportedOtherOriginal link Verified on 2026-09-28

    main (2026-09) · Ubuntu 24.04 · 262144 ctx

    171.1 tok/s

    Decode

    10,877.7 tok/s

    Prefill

    1.51 s

    TTFT

    88.32 GB

    VRAM

    —

    MTP

    — W

    Power draw

    约 16K input、输出 4096、并发 1:TTFT 1.506s,prompt processing 10,877.7 t/s,decode 171.1 t/s。