Question 1

Can Intel Arc B580 12GB run zephyr 7b gemma sft african ultrachat 100k?

Accepted Answer

Yes, Intel Arc B580 12GB can run zephyr 7b gemma sft african ultrachat 100k with a C grade (Runs well). Expected decode speed: 76.9 tok/s.

Question 2

How much VRAM does zephyr 7b gemma sft african ultrachat 100k need?

Accepted Answer

zephyr 7b gemma sft african ultrachat 100k (7B parameters) requires approximately 7.8 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for zephyr 7b gemma sft african ultrachat 100k?

Accepted Answer

The recommended quantization for zephyr 7b gemma sft african ultrachat 100k is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	51.3 tok/s	5494 ms	43K
Chat	C	Runs well	51.3 tok/s	2060 ms	13K
Coding	C	Runs well	76.9 tok/s	2518 ms	25K
RAG	C	Runs well	51.3 tok/s	6867 ms	43K
Reasoning	C	Runs well	51.3 tok/s	4464 ms	25K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	2.7 GB	Low	D33
Q3_K_S	3	3.4 GB	Low	D35
NVFP4	4

Can Intel Arc B580 12GB run zephyr 7b gemma sft african ultrachat 100k?

Memory breakdown