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Hy-Memory-30B-A3B · IQ3_XS

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NVIDIA RTX PRO 6000 Blackwell 96GB96GBllama.cpp v0.40L2 Cross-framework verified

This page aggregates 1 real-world runs of Hy-Memory-30B-A3B (IQ3_XS) on NVIDIA RTX PRO 6000 Blackwell 96GB with llama.cpp, contributed by 1 independent source platforms; metrics are averages of published measurements.

355.22 tok/s

Decode

Decode speed

1,526.75 tok/s

Prefill

Prefill speed

2.48 s

TTFT

Time to first token

41.16 GB

VRAM

VRAM usage

L2 Cross-framework verified

1

Measured runs

1

Independent sources

Other

Source platforms

16 days ago

Last verified

Performance

  1. llama.cpp · IQ2_M Decode 366.29 · Prefill 1896.32 ·
  2. llama.cpp · IQ3_XS (current)Decode 355.22 · Prefill 1526.75 ·
  3. Strata · IQ2_XS Decode 349.83 · Prefill 1267.72 ·

Core figures

Decode (avg)
355.22 tok/s
Prefill (avg)
1,526.75 tok/s
TTFT (avg)
2.48 s
VRAM (avg)
41.16 GB
MTP acceptance rate
—
TTFB
2.84 GB
Power draw
336.2 W

Configuration

Member-level fields are taken from the most recent run

Model
Hy-Memory-30B-A3B
Quantization
IQ3_XS
Framework
llama.cpp
Version
v0.40
Context length
8192 tokens
Batch size
256
GPU layers
99
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)
41.16 GB
OS
Windows 11 24H2
Driver
565.57
CUDA
12.8
Power draw
336.2 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 2026-10-19

    v0.40 · Windows 11 24H2 · CUDA 12.8 · 8192 ctx

    355.22 tok/s

    Decode

    1,526.75 tok/s

    Prefill

    2.48 s

    TTFT

    41.16 GB

    VRAM

    —

    MTP

    336.2 W

    Power draw

    L2 batch seed 2026-10-19: llama.cpp on hw_id=68 running model_id=87 at IQ3_XS