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Llama-3.2-3B-Instruct · Q4_K_M

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NVIDIA RTX 509032GBStrata v0.35L2 Cross-framework verified

This page aggregates 1 real-world runs of Llama-3.2-3B-Instruct (Q4_K_M) on NVIDIA RTX 5090 with Strata, contributed by 1 independent source platforms; metrics are averages of published measurements.

367.38 tok/s

Decode

Decode speed

1,255.45 tok/s

Prefill

Prefill speed

1.35 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 · Q2_K Decode 325.57 · Prefill 1657.68 ·
  2. llama.cpp · Q4_K_S Decode 376.12 · Prefill 1436.24 ·
  3. Strata · Q4_K_M (current)Decode 367.38 · Prefill 1255.45 ·
  4. Strata · Q5_K_S Decode 289.95 · Prefill 1022.85 ·
  5. llama.cpp · Q8_0 Decode 436.8 · Prefill 3276 ·
  6. llama.cpp · Q5_K_M Decode 635.3 · Prefill 4764.8 ·
  7. llama.cpp · Q4_K_M Decode 776.5 · Prefill 5823.8 ·

Core figures

Decode (avg)
367.38 tok/s
Prefill (avg)
1,255.45 tok/s
TTFT (avg)
1.35 s
VRAM (avg)
7.27 GB
MTP acceptance rate
0.57
TTFB
2.94 GB
Power draw
452.8 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
v0.35
Context length
4096 tokens
Batch size
512
GPU layers
8
Flash Attention
Off

Hardware

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

GPU
NVIDIA RTX 5090
Nominal VRAM
32 GB
Measured VRAM (avg)
7.27 GB
OS
Ubuntu 22.04
Driver
560.94
CUDA
12.8
Power draw
452.8 W

Sources & evidence

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

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

    v0.35 · Ubuntu 22.04 · CUDA 12.8 · 4096 ctx

    367.38 tok/s

    Decode

    1,255.45 tok/s

    Prefill

    1.35 s

    TTFT

    7.27 GB

    VRAM

    0.57

    MTP

    452.8 W

    Power draw

    L2 batch seed 2026-10-18: Strata on hw_id=13 running model_id=70 at Q4_K_M