Question 1

Can RX 6700 XT 12GB run Mistral 7B Instruct v0.3?

Accepted Answer

Yes, RX 6700 XT 12GB can run Mistral 7B Instruct v0.3 with a C grade (Runs well). Expected decode speed: 64.7 tok/s.

Question 2

How much VRAM does Mistral 7B Instruct v0.3 need?

Accepted Answer

Mistral 7B Instruct v0.3 (7B parameters) requires approximately 7.8 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Mistral 7B Instruct v0.3?

Accepted Answer

The recommended quantization for Mistral 7B Instruct v0.3 is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	46.8 tok/s	6022 ms	43K
Chat	C	Runs well	46.8 tok/s	2258 ms	13K
Coding	C	Runs well	64.7 tok/s	2990 ms	25K
RAG	C	Runs well	46.8 tok/s	7527 ms	43K
Reasoning	C	Runs well	46.8 tok/s	4893 ms	25K

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 RX 6700 XT 12GB run Mistral 7B Instruct v0.3?

Memory breakdown