NVIDIA H100 SXM5 80GB~166 tok/s (Q4)

codellama/CodeLlama-34b-hf speed on NVIDIA H100 SXM5 80GB

Quantization-specific throughput and VRAM requirements for codellama/CodeLlama-34b-hf running on NVIDIA H100 SXM5 80GB.

Speed Snapshot

Topline estimate from compatibility data

Modelcodellama/CodeLlama-34b-hf

GPUNVIDIA H100 SXM5 80GB

Q4 speed166 tok/s

Q4 VRAM required17GB

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	17GB	80GB	166 tok/s	✅ Fits
Q8	35GB	80GB	127 tok/s	✅ Fits
FP16	70GB	80GB	64 tok/s	✅ Fits