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Llama-3.2-3B-Instruct · Q4_K_M

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Intel Arc B58012GBvLLM v0.24L2 Cross-framework verified

This page aggregates 1 real-world runs of Llama-3.2-3B-Instruct (Q4_K_M) on Intel Arc B580 with vLLM, contributed by 1 independent source platforms; metrics are averages of published measurements.

135.38 tok/s

Decode

Decode speed

477.15 tok/s

Prefill

Prefill speed

0.56 s

TTFT

Time to first token

7.27 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

Today

Last verified

Performance

  1. vLLM · IQ3_XS Decode 157.7 · Prefill 718.89 ·
  2. vLLM · Q4_K_M (current)Decode 135.38 · Prefill 477.15 ·
  3. Strata · FP16 Decode 92 · Prefill 368.95 ·
  4. Strata · Q4_K_M Decode 163.66 · Prefill 710.01 ·

Core figures

Decode (avg)
135.38 tok/s
Prefill (avg)
477.15 tok/s
TTFT (avg)
0.56 s
VRAM (avg)
7.27 GB
MTP acceptance rate
—
TTFB
1.08 GB
Power draw
131 W

Configuration

Member-level fields are taken from the most recent run

Model
Llama-3.2-3B-Instruct
Quantization
Q4_K_M
Framework
vLLM
Version
v0.24
Context length
16384 tokens
Batch size
8
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
Intel Arc B580
Nominal VRAM
12 GB
Measured VRAM (avg)
7.27 GB
OS
Ubuntu 24.04
Driver
Intel Arc 32.0.101.6552
CUDA
12.4
Power draw
131 W

Sources & evidence

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

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

    v0.24 · Ubuntu 24.04 · CUDA 12.4 · 16384 ctx

    135.38 tok/s

    Decode

    477.15 tok/s

    Prefill

    0.56 s

    TTFT

    7.27 GB

    VRAM

    —

    MTP

    131 W

    Power draw

    L2 batch seed 2026-10-18: vLLM on hw_id=94 running model_id=70 at Q4_K_M