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Flint-40B-A2.5B · Q3_K_L

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NVIDIA RTX PRO 6000 Blackwell 96GB96GBvLLM v0.55L2 Cross-framework verified

This page aggregates 1 real-world runs of Flint-40B-A2.5B (Q3_K_L) on NVIDIA RTX PRO 6000 Blackwell 96GB with vLLM, contributed by 1 independent source platforms; metrics are averages of published measurements.

327.3 tok/s

Decode

Decode speed

1,746.79 tok/s

Prefill

Prefill speed

0.99 s

TTFT

Time to first token

62.28 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

14 days ago

Last verified

Performance

  1. vLLM · Q3_K_L (current)Decode 327.3 · Prefill 1746.79 ·
  2. Strata · Q3_K_S Decode 343.48 · Prefill 1507.36 ·

Core figures

Decode (avg)
327.3 tok/s
Prefill (avg)
1,746.79 tok/s
TTFT (avg)
0.99 s
VRAM (avg)
62.28 GB
MTP acceptance rate
—
TTFB
2.62 GB
Power draw
389.5 W

Configuration

Member-level fields are taken from the most recent run

Model
Flint-40B-A2.5B
Quantization
Q3_K_L
Framework
vLLM
Version
v0.55
Context length
4096 tokens
Batch size
16
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
NVIDIA RTX PRO 6000 Blackwell 96GB
Nominal VRAM
96 GB
Measured VRAM (avg)
62.28 GB
OS
Windows 11 24H2
Driver
570.86
CUDA
12.8
Power draw
389.5 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

    v0.55 · Windows 11 24H2 · CUDA 12.8 · 4096 ctx

    327.3 tok/s

    Decode

    1,746.79 tok/s

    Prefill

    0.99 s

    TTFT

    62.28 GB

    VRAM

    —

    MTP

    389.5 W

    Power draw

    L2 batch seed 2026-10-22: vLLM on hw_id=68 running model_id=92 at Q3_K_L