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Qwen3.5-4B · IQ2_XS

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NVIDIA RTX 408016GBOllama v0.31L2 Cross-framework verified

This page aggregates 2 real-world runs of Qwen3.5-4B (IQ2_XS) on NVIDIA RTX 4080 with Ollama, contributed by 1 independent source platforms; metrics are averages of published measurements.

194.9 tok/s

Decode

Decode speed

903.61 tok/s

Prefill

Prefill speed

1.26 s

TTFT

Time to first token

6.13 GB

VRAM

VRAM usage

L2 Cross-framework verified

2

Measured runs

1

Independent sources

Other

Source platforms

Today

Last verified

Performance

  1. Ollama · IQ2_XS (current)Decode 194.9 · Prefill 903.61 ·
  2. Strata · Q6_K Decode 181.02 · Prefill 665.46 ·
  3. vLLM · Q2_K Decode 151.45 · Prefill 529.44 ·
  4. vLLM · Q3_K_M Decode 130.67 · Prefill 528.13 ·
  5. Ollama · Q4_K_M Decode 95.12 · Prefill 401.62 ·

Core figures

Decode (avg)
194.9 tok/s
Prefill (avg)
903.61 tok/s
TTFT (avg)
1.26 s
VRAM (avg)
6.13 GB
MTP acceptance rate
—
TTFB
1.56 GB
Power draw
286.8 W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3.5-4B
Quantization
IQ2_XS
Framework
Ollama
Version
v0.31
Context length
32768 tokens
Batch size
512
GPU layers
99
Flash Attention
Off

Hardware

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

GPU
NVIDIA RTX 4080
Nominal VRAM
16 GB
Measured VRAM (avg)
6.13 GB
OS
Ubuntu 22.04
Driver
565.57
CUDA
12.6
Power draw
310.5 W

Sources & evidence

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

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-18

    v0.31 · Ubuntu 22.04 · CUDA 12.6 · 32768 ctx

    238.18 tok/s

    Decode

    1,075.29 tok/s

    Prefill

    2.13 s

    TTFT

    6.13 GB

    VRAM

    —

    MTP

    310.5 W

    Power draw

    L2 batch seed 2026-10-18: Ollama on hw_id=41 running model_id=48 at IQ2_XS
  2. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-13

    v0.27 · Windows 11 23H2 · CUDA 12.6 · 2048 ctx

    151.62 tok/s

    Decode

    731.93 tok/s

    Prefill

    0.39 s

    TTFT

    6.13 GB

    VRAM

    —

    MTP

    263.1 W

    Power draw

    L2 batch seed 2026-10-13: Ollama on hw_id=41 running model_id=48 at IQ2_XS