Apple M2 Max~49 tok/s (Q4)

HuggingFaceM4/tiny-random-LlamaForCausalLM speed on Apple M2 Max

Quantization-specific throughput and VRAM requirements for HuggingFaceM4/tiny-random-LlamaForCausalLM running on Apple M2 Max.

Speed Snapshot

Topline estimate from compatibility data

ModelHuggingFaceM4/tiny-random-LlamaForCausalLM

GPUApple M2 Max

Q4 speed49 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	96GB	49 tok/s	✅ Fits
Q8	7GB	96GB	37 tok/s	✅ Fits
FP16	15GB	96GB	22 tok/s	✅ Fits