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Llama-3.2-3B-Instruct · Q4_K_M

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NVIDIA RTX 408016GBStrata v0.32L2 Cross-framework verified

This page aggregates 1 real-world runs of Llama-3.2-3B-Instruct (Q4_K_M) on NVIDIA RTX 4080 with Strata, contributed by 1 independent source platforms; metrics are averages of published measurements.

341.28 tok/s

Decode

Decode speed

1,116.7 tok/s

Prefill

Prefill speed

0.5 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. llama.cpp · Q3_K_S Decode 351.55 · Prefill 1651.53 ·
  2. llama.cpp · Q5_K_S Decode 338.44 · Prefill 1522.16 ·
  3. Strata · Q4_K_M (current)Decode 341.28 · Prefill 1116.7 ·

Core figures

Decode (avg)
341.28 tok/s
Prefill (avg)
1,116.7 tok/s
TTFT (avg)
0.5 s
VRAM (avg)
7.27 GB
MTP acceptance rate
0.65
TTFB
2.73 GB
Power draw
273.2 W

Configuration

Member-level fields are taken from the most recent run

Model
Llama-3.2-3B-Instruct
Quantization
Q4_K_M
Framework
Strata
Version
v0.32
Context length
32768 tokens
Batch size
1024
GPU layers
5
Flash Attention
On

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)
7.27 GB
OS
Windows 11 24H2
Driver
570.86
CUDA
13.0
Power draw
273.2 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

    v0.32 · Windows 11 24H2 · CUDA 13.0 · 32768 ctx

    341.28 tok/s

    Decode

    1,116.7 tok/s

    Prefill

    0.5 s

    TTFT

    7.27 GB

    VRAM

    0.65

    MTP

    273.2 W

    Power draw

    L2 batch seed 2026-10-18: Strata on hw_id=41 running model_id=70 at Q4_K_M