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Qwen3.5-4B · Q3_K_S

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NVIDIA RTX Spark128GBllama.cpp v0.25L2 Cross-framework verified

This page aggregates 1 real-world runs of Qwen3.5-4B (Q3_K_S) on NVIDIA RTX Spark with llama.cpp, contributed by 1 independent source platforms; metrics are averages of published measurements.

110.57 tok/s

Decode

Decode speed

596.61 tok/s

Prefill

Prefill speed

0.78 s

TTFT

Time to first token

7.56 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

17 days ago

Last verified

Performance

  1. llama.cpp · Q4_K_M Decode 90.26 · Prefill 398.49 ·
  2. llama.cpp · Q5_K_M Decode 71.83 · Prefill 346.83 ·
  3. llama.cpp · Q8_0 Decode 64.66 · Prefill 241.03 ·
  4. Ollama · FP16 Decode 40.67 · Prefill 196.29 ·
  5. Ollama · Q5_K_M Decode 69.06 · Prefill 289.88 ·
  6. Ollama · Q8_0 Decode 56.21 · Prefill 286.64 ·
  7. llama.cpp · Q3_K_S (current)Decode 110.57 · Prefill 596.61 ·
  8. Ollama · Q4_K_M Decode 76.41 · Prefill 245.09 ·

Core figures

Decode (avg)
110.57 tok/s
Prefill (avg)
596.61 tok/s
TTFT (avg)
0.78 s
VRAM (avg)
7.56 GB
MTP acceptance rate
—
TTFB
0.88 GB
Power draw
58.4 W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3.5-4B
Quantization
Q3_K_S
Framework
llama.cpp
Version
v0.25
Context length
16384 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 Spark
Nominal VRAM
128 GB
Measured VRAM (avg)
7.56 GB
OS
Ubuntu 24.04
Driver
NVIDIA 590.10
CUDA
13.0
Power draw
58.4 W
Reference price
$2,399 · updated 2026-10-19

Prices are not live; check the store page

Sources & evidence

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

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-19

    v0.25 · Ubuntu 24.04 · CUDA 13.0 · 16384 ctx

    110.57 tok/s

    Decode

    596.61 tok/s

    Prefill

    0.78 s

    TTFT

    7.56 GB

    VRAM

    —

    MTP

    58.4 W

    Power draw

    L2 batch seed 2026-10-19: llama.cpp on hw_id=110 running model_id=48 at Q3_K_S