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Qwen3.5-4B · IQ1_S

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NVIDIA DGX Spark128GBvLLM v0.34L2 Cross-framework verified

This page aggregates 1 real-world runs of Qwen3.5-4B (IQ1_S) on NVIDIA DGX Spark with vLLM, contributed by 1 independent source platforms; metrics are averages of published measurements.

306.37 tok/s

Decode

Decode speed

1,243.41 tok/s

Prefill

Prefill speed

1.79 s

TTFT

Time to first token

5.63 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

2 days ago

Last verified

Performance

  1. vLLM · IQ1_S (current)Decode 306.37 · Prefill 1243.41 ·
  2. Ollama · IQ2_XS Decode 258.67 · Prefill 1172.95 ·
  3. vLLM · Q2_K Decode 266.26 · Prefill 1108.22 ·
  4. vLLM · Q3_K_L Decode 219.42 · Prefill 756.56 ·

Core figures

Decode (avg)
306.37 tok/s
Prefill (avg)
1,243.41 tok/s
TTFT (avg)
1.79 s
VRAM (avg)
5.63 GB
MTP acceptance rate
—
TTFB
2.45 GB
Power draw
156.4 W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3.5-4B
Quantization
IQ1_S
Framework
vLLM
Version
v0.34
Context length
32768 tokens
Batch size
16
GPU layers
999
Flash Attention
On

Hardware

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

GPU
NVIDIA DGX Spark
Nominal VRAM
128 GB
Measured VRAM (avg)
5.63 GB
OS
Windows 11 23H2
Driver
565.57
CUDA
12.6
Power draw
156.4 W

Sources & evidence

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

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-16

    v0.34 · Windows 11 23H2 · CUDA 12.6 · 32768 ctx

    306.37 tok/s

    Decode

    1,243.41 tok/s

    Prefill

    1.79 s

    TTFT

    5.63 GB

    VRAM

    —

    MTP

    156.4 W

    Power draw

    L2 batch seed 2026-10-16: vLLM on hw_id=54 running model_id=48 at IQ1_S