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NVIDIA A100 80GB SXM4~101 tok/s (Q4)

deepseek-ai/DeepSeek-R1-Distill-Qwen-32B speed on NVIDIA A100 80GB SXM4

Quantization-specific throughput and VRAM requirements for deepseek-ai/DeepSeek-R1-Distill-Qwen-32B running on NVIDIA A100 80GB SXM4.

Speed Snapshot

Topline estimate from compatibility data

Modeldeepseek-ai/DeepSeek-R1-Distill-Qwen-32B

GPUNVIDIA A100 80GB SXM4

Q4 speed101 tok/s

Q4 VRAM required16GB

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	16GB	80GB	101 tok/s	✅ Fits
Q8	33GB	80GB	75 tok/s	✅ Fits
FP16	66GB	80GB	38 tok/s	✅ Fits