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Llama-3.1-8B-Instruct · IQ3_XS

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NVIDIA RTX 309024GBOllama v0.29L2 Cross-framework verified

This page aggregates 1 real-world runs of Llama-3.1-8B-Instruct (IQ3_XS) on NVIDIA RTX 3090 with Ollama, contributed by 1 independent source platforms; metrics are averages of published measurements.

101.05 tok/s

Decode

Decode speed

370.05 tok/s

Prefill

Prefill speed

1.79 s

TTFT

Time to first token

12.52 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

17 days ago

Last verified

Performance

  1. vLLM · Q8_0 Decode 64.44 · Prefill 290.44 ·
  2. Ollama · IQ3_XS (current)Decode 101.05 · Prefill 370.05 ·
  3. llama.cpp · IQ3_XS Decode 111.47 · Prefill 506.1 ·
  4. llama.cpp · Q4_K_M Decode 116.04 · Prefill 765.01 ·
  5. Ollama · IQ2_XS Decode 106.45 · Prefill 486.76 ·
  6. llama.cpp · Q8_0 Decode 84.9 · Prefill 636.8 ·
  7. llama.cpp · Q5_K_M Decode 123.7 · Prefill 927.8 ·

Core figures

Decode (avg)
101.05 tok/s
Prefill (avg)
370.05 tok/s
TTFT (avg)
1.79 s
VRAM (avg)
12.52 GB
MTP acceptance rate
—
TTFB
0.81 GB
Power draw
258.1 W

Configuration

Member-level fields are taken from the most recent run

Model
Llama-3.1-8B-Instruct
Quantization
IQ3_XS
Framework
Ollama
Version
v0.29
Context length
16384 tokens
Batch size
512
GPU layers
33
Flash Attention
Off

Hardware

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

GPU
NVIDIA RTX 3090
Nominal VRAM
24 GB
Measured VRAM (avg)
12.52 GB
OS
Windows 11 23H2
Driver
572.83
CUDA
12.6
Power draw
258.1 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

    v0.29 · Windows 11 23H2 · CUDA 12.6 · 16384 ctx

    101.05 tok/s

    Decode

    370.05 tok/s

    Prefill

    1.79 s

    TTFT

    12.52 GB

    VRAM

    —

    MTP

    258.1 W

    Power draw

    L2 batch seed 2026-10-19: Ollama on hw_id=2 running model_id=68 at IQ3_XS