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Qwen3.5-0.8B · Q3_K_M

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NVIDIA RTX 409024GBStrata v0.22L2 Cross-framework verified

This page aggregates 1 real-world runs of Qwen3.5-0.8B (Q3_K_M) on NVIDIA RTX 4090 with Strata, contributed by 1 independent source platforms; metrics are averages of published measurements.

312 tok/s

Decode

Decode speed

1,593.74 tok/s

Prefill

Prefill speed

0.55 s

TTFT

Time to first token

3.24 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

16 days ago

Last verified

Performance

  1. vLLM · Q4_K_S Decode 348.73 · Prefill 1496.87 ·
  2. vLLM · Q8_0 Decode 196.67 · Prefill 827.33 ·
  3. Strata · Q3_K_M (current)Decode 312 · Prefill 1593.74 ·
  4. llama.cpp · IQ1_S Decode 373.87 · Prefill 1737.06 ·
  5. llama.cpp · Q3_K_S Decode 364.6 · Prefill 1679.71 ·
  6. vLLM · FP16 Decode 161.03 · Prefill 685.23 ·
  7. vLLM · IQ1_S Decode 328.9 · Prefill 1532.17 ·
  8. llama.cpp · IQ2_XS Decode 280.41 · Prefill 1104.34 ·
  9. llama.cpp · Q4_K_M Decode 278.24 · Prefill 916.88 ·
  10. vLLM · IQ3_XS Decode 302.65 · Prefill 1148.6 ·

Core figures

Decode (avg)
312 tok/s
Prefill (avg)
1,593.74 tok/s
TTFT (avg)
0.55 s
VRAM (avg)
3.24 GB
MTP acceptance rate
0.52
TTFB
2.5 GB
Power draw
346.8 W

Configuration

Member-level fields are taken from the most recent run

Model
Qwen3.5-0.8B
Quantization
Q3_K_M
Framework
Strata
Version
v0.22
Context length
8192 tokens
Batch size
256
GPU layers
12
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)
3.24 GB
OS
Ubuntu 24.04
Driver
572.83
CUDA
12.8
Power draw
346.8 W

Sources & evidence

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

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

    v0.22 · Ubuntu 24.04 · CUDA 12.8 · 8192 ctx

    312 tok/s

    Decode

    1,593.74 tok/s

    Prefill

    0.55 s

    TTFT

    3.24 GB

    VRAM

    0.52

    MTP

    346.8 W

    Power draw

    L2 batch seed 2026-10-19: Strata on hw_id=1 running model_id=51 at Q3_K_M