NVIDIA A100 40GB PCIe~264 tok/s (Q4)

TinyLlama/TinyLlama-1.1B-Chat-v1.0 speed on NVIDIA A100 40GB PCIe

Quantization-specific throughput and VRAM requirements for TinyLlama/TinyLlama-1.1B-Chat-v1.0 running on NVIDIA A100 40GB PCIe.

Speed Snapshot

Topline estimate from compatibility data

ModelTinyLlama/TinyLlama-1.1B-Chat-v1.0

GPUNVIDIA A100 40GB PCIe

Q4 speed264 tok/s

Q4 VRAM required1GB

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	1GB	40GB	264 tok/s	✅ Fits
Q8	1GB	40GB	180 tok/s	✅ Fits
FP16	2GB	40GB	111 tok/s	✅ Fits