RTX 3060 12GB~53 tok/s (Q4)

hmellor/tiny-random-LlamaForCausalLM speed on RTX 3060 12GB

Quantization-specific throughput and VRAM requirements for hmellor/tiny-random-LlamaForCausalLM running on RTX 3060 12GB.

Speed Snapshot

Topline estimate from compatibility data

Modelhmellor/tiny-random-LlamaForCausalLM

GPURTX 3060 12GB

Q4 speed53 tok/s

Q4 VRAM required4GB

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	4GB	12GB	53 tok/s	✅ Fits
Q8	7GB	12GB	41 tok/s	✅ Fits
FP16	15GB	12GB	24 tok/s	❌ Not recommended