GLM-5.3 · IQ3_S
This page aggregates 1 real-world runs of GLM-5.3 (IQ3_S) on NVIDIA RTX PRO 5000 Blackwell with SGLang, contributed by 1 independent source platforms; metrics are averages of published measurements.
3.6 tok/s
Decode
Decode speed
27 tok/s
Prefill
Prefill speed
3.7 s
TTFT
Time to first token
48 GB
VRAM
VRAM usage
1
Measured runs
1
Independent sources
Other
Source platforms
Today
Last verified
Performance
- SGLang · IQ2_XS Decode 4.3 · Prefill 32.3 ·
- SGLang · IQ3_S (current)Decode 3.6 · Prefill 27 ·
- vLLM · IQ2_XS Decode 4.5 · Prefill 33.8 ·
- vLLM · IQ3_S Decode 3.7 · Prefill 27.8 ·
Core figures
- Decode (avg)
- 3.6 tok/s
- Prefill (avg)
- 27 tok/s
- TTFT (avg)
- 3.7 s
- VRAM (avg)
- 48 GB
- MTP acceptance rate
- —
- TTFB
- — GB
- Power draw
- — W
Configuration
Member-level fields are taken from the most recent run
- Model
- GLM-5.3
- Quantization
- IQ3_S
- Framework
- SGLang
- Version
- 0.4.4
- Context length
- 4096 tokens
- Batch size
- 512
- 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 5000 Blackwell
- Nominal VRAM
- 48 GB
- Measured VRAM (avg)
- 48 GB
- OS
- Linux
- Driver
- 570.65
- CUDA
- 12.6
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
0.4.4 · Linux · CUDA 12.6 · 4096 ctx
3.6 tok/s
Decode
27 tok/s
Prefill
3.7 s
TTFT
48 GB
VRAM
—
MTP
— W
Power draw
L0 理论估算（add-500-records-batch2）