NVIDIA A6000~51 tok/s (Q4)

meta-llama/Llama-3.1-70B-Instruct speed on NVIDIA A6000

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.1-70B-Instruct running on NVIDIA A6000.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.1-70B-Instruct

GPUNVIDIA A6000

Q4 speed51 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	48GB	51 tok/s	✅ Fits
Q8	68GB	48GB	34 tok/s	❌ Not recommended
FP16	137GB	48GB	16 tok/s	❌ Not recommended