Question 1

Can GTX 1080 Ti 11GB run zephyr 7b gemma sft african ultrachat 100k?

Accepted Answer

Yes, GTX 1080 Ti 11GB can run zephyr 7b gemma sft african ultrachat 100k with a B grade (Runs well). Expected decode speed: 81.6 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 7.7 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	B	Runs well	81.6 tok/s	3451 ms	40K
Chat	B	Runs well	81.6 tok/s	1294 ms	12K
Coding	B	Runs well	81.6 tok/s	2372 ms	23K
RAG	B	Runs well	81.6 tok/s	4313 ms	40K
Reasoning	B	Runs well	81.6 tok/s	2804 ms	23K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	2.7 GB	Low	D34
Q3_K_S	3	3.4 GB	Low	D35
NVFP4	4

Can GTX 1080 Ti 11GB run zephyr 7b gemma sft african ultrachat 100k?

Memory breakdown