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NVIDIA A100 80GB SXM4~100 tok/s (Q4)

deepseek-ai/deepseek-coder-33b-instruct speed on NVIDIA A100 80GB SXM4

Quantization-specific throughput and VRAM requirements for deepseek-ai/deepseek-coder-33b-instruct running on NVIDIA A100 80GB SXM4.

Speed Snapshot

Topline estimate from compatibility data

Modeldeepseek-ai/deepseek-coder-33b-instruct

GPUNVIDIA A100 80GB SXM4

Q4 speed100 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	100 tok/s	✅ Fits
Q8	34GB	80GB	66 tok/s	✅ Fits
FP16	68GB	80GB	37 tok/s	✅ Fits