Raon-1-mini-preview · IQ4_XS
This page aggregates 1 real-world runs of Raon-1-mini-preview (IQ4_XS) on NVIDIA RTX PRO 6000 Blackwell 96GB with vLLM, contributed by 1 independent source platforms; metrics are averages of published measurements.
310.08 tok/s
Decode
Decode speed
1,540.64 tok/s
Prefill
Prefill speed
2.13 s
TTFT
Time to first token
46.85 GB
VRAM
VRAM usage
1
Measured runs
1
Independent sources
Other
Source platforms
13 days ago
Last verified
Performance
- vLLM · IQ3_S Decode 304.11 · Prefill 1069.77 ·
- vLLM · IQ4_XS (current)Decode 310.08 · Prefill 1540.64 ·
- Ollama · Q4_K_M Decode 227.94 · Prefill 779.84 ·
Core figures
- Decode (avg)
- 310.08 tok/s
- Prefill (avg)
- 1,540.64 tok/s
- TTFT (avg)
- 2.13 s
- VRAM (avg)
- 46.85 GB
- MTP acceptance rate
- —
- TTFB
- 2.48 GB
- Power draw
- 388.8 W
Configuration
Member-level fields are taken from the most recent run
- Model
- Raon-1-mini-preview
- Quantization
- IQ4_XS
- Framework
- vLLM
- Version
- v0.50
- Context length
- 8192 tokens
- Batch size
- 32
- 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)
- 46.85 GB
- OS
- Ubuntu 22.04
- Driver
- 560.94
- CUDA
- 12.8
- Power draw
- 388.8 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
v0.50 · Ubuntu 22.04 · CUDA 12.8 · 8192 ctx
310.08 tok/s
Decode
1,540.64 tok/s
Prefill
2.13 s
TTFT
46.85 GB
VRAM
—
MTP
388.8 W
Power draw
L2 batch seed 2026-10-22: vLLM on hw_id=68 running model_id=93 at IQ4_XS