RTX 4060 Ti 16GB~61 tok/s (Q4)

Huggingfacetb Smollm2 135M speed on RTX 4060 Ti 16GB

Quantization-specific throughput and VRAM requirements for Huggingfacetb Smollm2 135M running on RTX 4060 Ti 16GB.

Speed Snapshot

Topline estimate from compatibility data

ModelHuggingfacetb Smollm2 135M

GPURTX 4060 Ti 16GB

Q4 speed61 tok/s

Q4 VRAM required1GB

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	1GB	16GB	61 tok/s	✅ Fits
Q8	1GB	16GB	42 tok/s	✅ Fits
FP16	1GB	16GB	23 tok/s	✅ Fits