NVIDIA A100 40GB PCIe~299 tok/s (Q4)

bigcode/starcoder2-3b speed on NVIDIA A100 40GB PCIe

Quantization-specific throughput and VRAM requirements for bigcode/starcoder2-3b running on NVIDIA A100 40GB PCIe.

Speed Snapshot

Topline estimate from compatibility data

Modelbigcode/starcoder2-3b

GPUNVIDIA A100 40GB PCIe

Q4 speed299 tok/s

Q4 VRAM required2GB

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	2GB	40GB	299 tok/s	✅ Fits
Q8	3GB	40GB	195 tok/s	✅ Fits
FP16	6GB	40GB	111 tok/s	✅ Fits