NVIDIA A5000~123 tok/s (Q4)

Qwen/Qwen2.5-7B-Instruct speed on NVIDIA A5000

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-7B-Instruct running on NVIDIA A5000.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-7B-Instruct

GPUNVIDIA A5000

Q4 speed123 tok/s

Q4 VRAM required4GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	4GB	24GB	123 tok/s	✅ Fits
Q8	8GB	24GB	93 tok/s	✅ Fits
FP16	16GB	24GB	50 tok/s	✅ Fits