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elephant-1 · IQ3_XS

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NVIDIA RTX 4080 Super16GBStrata v0.30L2 Cross-framework verified

This page aggregates 1 real-world runs of elephant-1 (IQ3_XS) on NVIDIA RTX 4080 Super with Strata, contributed by 1 independent source platforms; metrics are averages of published measurements.

244.72 tok/s

Decode

Decode speed

1,076.88 tok/s

Prefill

Prefill speed

1.66 s

TTFT

Time to first token

13.82 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

13 days ago

Last verified

Performance

  1. Ollama · Q3_K_L Decode 145.8 · Prefill 516.93 ·
  2. Strata · IQ3_XS (current)Decode 244.72 · Prefill 1076.88 ·

Core figures

Decode (avg)
244.72 tok/s
Prefill (avg)
1,076.88 tok/s
TTFT (avg)
1.66 s
VRAM (avg)
13.82 GB
MTP acceptance rate
0.49
TTFB
1.96 GB
Power draw
297.5 W

Configuration

Member-level fields are taken from the most recent run

Model
elephant-1
Quantization
IQ3_XS
Framework
Strata
Version
v0.30
Context length
8192 tokens
Batch size
1024
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 4080 Super
Nominal VRAM
16 GB
Measured VRAM (avg)
13.82 GB
OS
Ubuntu 22.04
Driver
572.83
CUDA
12.8
Power draw
297.5 W

Get started

Original model resources

Base model resources may not match this quantization. Use the verified deployment weights above when available.

Sources & evidence

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

  1. L2 Cross-framework verifiedOtherOriginal link Verified on 2026-10-22

    v0.30 · Ubuntu 22.04 · CUDA 12.8 · 8192 ctx

    244.72 tok/s

    Decode

    1,076.88 tok/s

    Prefill

    1.66 s

    TTFT

    13.82 GB

    VRAM

    0.49

    MTP

    297.5 W

    Power draw

    L2 batch seed 2026-10-22: Strata on hw_id=20 running model_id=95 at IQ3_XS