Can Qwen2.5-Coder 7B Instruct run on NVIDIA Quadro P6000 24 GB?

Yes. Calculated memory fit: Qwen2.5-Coder 7B Instruct can run entirely in this GPU’s usable VRAM at one or more supported quantizations.

Can it run?

Can it run?: Yes, full GPU fit (calculated estimate).
Full GPU fit?: Yes
Model: Qwen2.5-Coder 7B Instruct · 7.6B
GPU: NVIDIA Quadro P6000 24 GB · 24 GB advertised

Memory calculation

Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.

Model weights	4.5 GB
KV cache	0.4 GB
Runtime reserve	0.7 GB
Safety margin	0.4 GB
Required (estimated)	6.0 GB
GPU usable VRAM	21.6 GB

Result: FITS IN VRAM

Quantization table

Quantization	2K	4K	8K	16K	32K
BF16	Fits	Fits	Fits	Fits	Fits
FP16	Fits	Fits	Fits	Fits	Fits
Q3	Fits	Fits	Fits	Fits	Fits
Q4	Fits	Fits	Fits	Fits	Fits
Q5	Fits	Fits	Fits	Fits	Fits
Q6	Fits	Fits	Fits	Fits	Fits
Q8	Fits	Fits	Fits	Fits	Fits

What fits entirely in VRAM?

BF16 at 16K context
BF16 at 2K context
BF16 at 32K context
BF16 at 4K context
BF16 at 8K context
FP16 at 16K context
FP16 at 2K context
FP16 at 32K context
FP16 at 4K context
FP16 at 8K context
Q3 at 16K context
Q3 at 2K context

What requires RAM offload?

Offload is shown only when the model does not fully fit in usable VRAM but stays within the modeled offload allowance.

Available graphics cards

These SKUs use this GPU chip. Amazon CTAs appear only for EXACT/HIGH matches. Absence of a price does not change the compatibility result above.

Check price on Amazon

HP NVIDIA Quadro P6000 (24GB) Graphics Card

24 GB · Amazon EXACT

$646.96

Check price on Amazon

DELL

DELL 490-BDNO graphics card NVIDIA Quadro P6000 24 GB GDDR5

24 GB · Amazon EXACT

$646.96

Check price on Amazon

Fujitsu

Fujitsu NVIDIA Quadro P6000 24 GB GDDR5X

24 GB · Amazon unmatched

Check availability

Sources

Model: official config Qwen/Qwen2.5-Coder-7B-Instruct (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: FITS_IN_VRAM. Amazon: affiliate commerce match, not a spec source.