Can I Run DeepSeek R1 Distill Qwen 32B on NVIDIA GeForce RTX 5080?

Written by Jakub Rusinowski · Last updated August 15, 2026

Not at Q4_K_M — that needs 19.3 GB and the NVIDIA GeForce RTX 5080 has 16 GB. Drop to Q2_K and it fits in 13.5 GB, with up to 8K of context.

The numbers

ModelDeepSeek R1 Distill Qwen 32B
Parameters32B
QuantizationQ4_K_M
VRAM needed19.3 GB
NVIDIA GeForce RTX 5080 VRAM16 GB
VerdictRuns at a lower quant
Fits atQ2_K (13.5 GB)
Max context8K

What to do next

Quantize to Q2_K. That is the cheapest fix — it costs some quality but no money.

Affiliate disclosure: Some links on this page are affiliate links — if you buy through them, LLM Configurator may earn a commission at no extra cost to you. As an Amazon Associate, LLM Configurator earns from qualifying purchases.

Running DeepSeek R1 Distill Qwen 32B on this card:

NVIDIA GeForce RTX 5080 16GB
16 GB VRAM · 360 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

Won't fit — rent DeepSeek R1 Distill Qwen 32B instead

DeepSeek R1 Distill Qwen 32B needs ~19 GB but this GPU has 16 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

Affiliate links — we may earn a commission if you sign up, at no extra cost to you.

RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other DeepSeek R1 sizes on the NVIDIA GeForce RTX 5080

DeepSeek R1 Distill Qwen 32B on nearby hardware

All DeepSeek R1 sizes on the NVIDIA GeForce RTX 5080 | VRAM calculator for DeepSeek R1 Distill Qwen 32B | NVIDIA GeForce RTX 5080 GPU page | Check your hardware