Home / Models / Qwen2.5 14B Instruct / NVIDIA GTX 1080 Ti 11 GB

Calculated memory fit · not a benchmark

Can Qwen2.5 14B Instruct run on NVIDIA GTX 1080 Ti 11 GB?

Yes. Calculated memory fit: Qwen2.5 14B 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 14B Instruct · 15B
GPU
NVIDIA GTX 1080 Ti 11 GB · 11 GB advertised

Memory calculation

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

Model weights8.6 GB
KV cache1.5 GB
Runtime reserve0.9 GB
Safety margin0.5 GB
Required (estimated)11.6 GB
GPU usable VRAM9.9 GB

Result: CPU RAM OFFLOAD REQUIRED

Quantization table

Quantization2K4K8K16K32K
BF16NoNoNoNoNo
FP16NoNoNoNoNo
Q3FitsFitsFitsLimited contextLimited context
Q4OffloadOffloadOffloadOffloadOffload
Q5OffloadOffloadOffloadOffloadOffload
Q6OffloadOffloadOffloadOffloadOffload
Q8OffloadOffloadOffloadOffloadOffload

What fits entirely in VRAM?

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

MSI

MSI GAMING GTX 1080 Ti X 11G

11 GB · Amazon unmatched

Check availability
MSI

MSI GAMING GTX 1080 TI 11G

11 GB · Amazon unmatched

Check availability
MSI

MSI AERO GTX 1080 Ti 11G OC

11 GB · Amazon unmatched

Check availability
MSI

MSI ARMOR GTX 1080 Ti 11G OC

11 GB · Amazon unmatched

Check availability

Sources

Model: official config Qwen/Qwen2.5-14B-Instruct (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.