Question 1

Can MacBook Pro M4 Max 64GB run embeddinggemma 300M?

Accepted Answer

Yes, MacBook Pro M4 Max 64GB can run embeddinggemma 300M with a C grade (Runs well). Expected decode speed: 372.6 tok/s.

Question 2

How much VRAM does embeddinggemma 300M need?

Accepted Answer

embeddinggemma 300M (0.30000001192092896B parameters) requires approximately 9.2 GB of memory with Q6_K quantization.

Question 3

What is the best quantization for embeddinggemma 300M?

Accepted Answer

The recommended quantization for embeddinggemma 300M is Q6_K, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	361.2 tok/s	780 ms	161K
Chat	C	Runs well	361.2 tok/s	350 ms	40K
Coding	C	Runs well	372.6 tok/s	520 ms	81K
RAG	C	Runs well	361.2 tok/s	975 ms	161K
Reasoning	C	Runs well	361.2 tok/s	633 ms	81K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.1 GB	Low	D29
Q3_K_S	3	0.1 GB	Low	D29
NVFP4	4

Can MacBook Pro M4 Max 64GB run embeddinggemma 300M?

Memory breakdown