NVIDIA A100 80GB SXM4~62 tok/s (Q4)

nvidia/Llama-3.1-Nemotron-70B-Instruct-HF speed on NVIDIA A100 80GB SXM4

Quantization-specific throughput and VRAM requirements for nvidia/Llama-3.1-Nemotron-70B-Instruct-HF running on NVIDIA A100 80GB SXM4.

Speed Snapshot

Topline estimate from compatibility data

Modelnvidia/Llama-3.1-Nemotron-70B-Instruct-HF

GPUNVIDIA A100 80GB SXM4

Q4 speed62 tok/s

Q4 VRAM required34GB

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	34GB	80GB	62 tok/s	✅ Fits
Q8	69GB	80GB	44 tok/s	✅ Fits
FP16	138GB	80GB	21 tok/s	❌ Not recommended