NVIDIA A100 80GB SXM4~58 tok/s (Q4)

Qwen/Qwen2.5-72B-Instruct speed on NVIDIA A100 80GB SXM4

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-72B-Instruct running on NVIDIA A100 80GB SXM4.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-72B-Instruct

GPUNVIDIA A100 80GB SXM4

Q4 speed58 tok/s

Q4 VRAM required36GB

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	36GB	80GB	58 tok/s	✅ Fits
Q8	71GB	80GB	40 tok/s	✅ Fits
FP16	142GB	80GB	24 tok/s	❌ Not recommended