Question 1

Can GTX 1650 4GB run Llama 3.2 1B Instruct Q8 0?

Accepted Answer

Yes, GTX 1650 4GB can run Llama 3.2 1B Instruct Q8 0 with a B grade (Runs well). Expected decode speed: 96.8 tok/s.

Question 2

How much VRAM does Llama 3.2 1B Instruct Q8 0 need?

Accepted Answer

Llama 3.2 1B Instruct Q8 0 (1B parameters) requires approximately 3.2 GB of memory with Q6_K quantization.

Question 3

What is the best quantization for Llama 3.2 1B Instruct Q8 0?

Accepted Answer

The recommended quantization for Llama 3.2 1B Instruct Q8 0 is Q6_K, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	B	Runs well	67.2 tok/s	4190 ms	40K
Chat	B	Runs well	67.2 tok/s	1571 ms	10K
Coding	B	Runs well	96.8 tok/s	2001 ms	20K
RAG	B	Runs well	67.2 tok/s	5238 ms	40K
Reasoning	B	Runs well	67.2 tok/s	3405 ms	20K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	0.4 GB	Low	D32
Q3_K_S	3	0.5 GB	Low	D32
NVFP4	4

Can GTX 1650 4GB run Llama 3.2 1B Instruct Q8 0?

Memory breakdown