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Qwen3-8B · Q4_K_M

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NVIDIA RTX 409024GBvLLM 0.7.3L2 Cross-framework verified

This page aggregates 1 real-world runs of Qwen3-8B (Q4_K_M) on NVIDIA RTX 4090 with vLLM, contributed by 1 independent source platforms; metrics are averages of published measurements.

96 tok/s

Decode

Decode speed

1,061 tok/s

Prefill

Prefill speed

1.04 s

TTFT

Time to first token

4.6 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

Today

Last verified

Performance

  1. llama.cpp · IQ4_XS Decode 112 · Prefill 1323 ·
  2. vLLM · IQ4_XS Decode 104 · Prefill 1176 ·
  3. vLLM · Q4_K_M (current)Decode 96 · Prefill 1061 ·
  4. vLLM · Q5_K_M Decode 95 · Prefill 815 ·
  5. vLLM · Q8_0 Decode 62 · Prefill 723 ·
  6. Ollama · Q4_K_M Decode 113 · Prefill 922 ·
  7. Ollama · Q5_K_M Decode 95 · Prefill 1090 ·
  8. llama.cpp · Q8_0 Decode 91.4 · Prefill 685.5 ·
  9. llama.cpp · Q5_K_M Decode 133.3 · Prefill 999.8 ·
  10. llama.cpp · Q4_K_M Decode 160.5 · Prefill 1203.8 ·

Core figures

Decode (avg)
96 tok/s
Prefill (avg)
1,061 tok/s
TTFT (avg)
1.04 s
VRAM (avg)
4.6 GB
MTP acceptance rate
—
TTFB
— GB
Power draw
466 W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3-8B
Quantization
Q4_K_M
Framework
vLLM
Version
0.7.3
Context length
8192 tokens
Batch size
512
GPU layers
99
Flash Attention
On

Hardware

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

GPU
NVIDIA RTX 4090
Nominal VRAM
24 GB
Measured VRAM (avg)
4.6 GB
OS
Linux 6.8.0
Driver
570.86.15
CUDA
12.6
Power draw
466 W

Sources & evidence

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

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-09

    0.7.3 · Linux 6.8.0 · CUDA 12.6 · 8192 ctx

    96 tok/s

    Decode

    1,061 tok/s

    Prefill

    1.04 s

    TTFT

    4.6 GB

    VRAM

    —

    MTP

    466 W

    Power draw

    Auto-generated LLM-sourced record 2026-10-09. Model: Qwen3-8B, Hardware: RTX 4090, Framework: 2, Quant: Q4_K_M.