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NVIDIA L40~56 tok/s (Q4)

unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit speed on NVIDIA L40

Quantization-specific throughput and VRAM requirements for unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit running on NVIDIA L40.

Speed Snapshot

Topline estimate from compatibility data

Modelunsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit

GPUNVIDIA L40

Q4 speed56 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	48GB	56 tok/s	✅ Fits
Q8	33GB	48GB	37 tok/s	✅ Fits
FP16	66GB	48GB	22 tok/s	❌ Not recommended