Question 1

Can RTX 5090 Laptop 24GB run Codestral RAG 19B Pruned i1?

Accepted Answer

Yes, RTX 5090 Laptop 24GB can run Codestral RAG 19B Pruned i1 with a C grade (Runs well). Expected decode speed: 55.7 tok/s.

Question 2

How much VRAM does Codestral RAG 19B Pruned i1 need?

Accepted Answer

Codestral RAG 19B Pruned i1 (19B parameters) requires approximately 18.2 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Codestral RAG 19B Pruned i1?

Accepted Answer

The recommended quantization for Codestral RAG 19B Pruned i1 is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Tight fit	64.9 tok/s	4336 ms	36K
Chat	B	Runs well	64.9 tok/s	1626 ms	12K
Coding	C	Runs well	55.7 tok/s	3478 ms	21K
RAG	C	Tight fit	64.9 tok/s	5420 ms	36K
Reasoning	B	Runs well	64.9 tok/s	3523 ms	21K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	7.4 GB	Low	D35
Q3_K_S	3	9.3 GB	Low	D37
NVFP4	4

Can RTX 5090 Laptop 24GB run Codestral RAG 19B Pruned i1?

Memory breakdown