Can I Run DeepSeek-R1-Distill-Qwen-14B on NVIDIA GeForce RTX 4080?

Superseded model. DeepSeek R1 has been superseded by DeepSeek V4. This page is kept for reference; the newer family is a better starting point. View DeepSeek V4 →

Written by Jakub Rusinowski · Last updated July 12, 2026

These figures are for DeepSeek-R1-Distill-Qwen-14B, a distill of Qwen2.5-14B — not the full DeepSeek R1. The full DeepSeek R1 (671B) needs about 405 GB of weights at Q4_K_M and is a different model.

Yes, comfortably — you'll have ~7.5 GB of headroom running DeepSeek R1 Distill Qwen 14B at Q4_K_M (8.4525 GB, ~63 tok/s (est.)) with room for up to 32K context.

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NVIDIA GeForce RTX 4080 16GB
Launch MSRP: $1,199
2026 prices are volatile — check the current listing.
Check price on Amazon

NVIDIA GeForce RTX 4080 Specs

VRAM16 GB
Memory Bandwidth717 GB/s

DeepSeek R1 Distill Qwen 14B on the NVIDIA GeForce RTX 4080: VRAM by quantization

QuantVRAM neededFits 16 GB?Max context
F1629.5 GB✗ No
Q8_016.3 GB✗ No
Q6_K13 GB✓ Yes16K
Q5_K_M11.4 GB✓ Yes16K
Q4_K_M9.9 GB✓ Yes32K
Q3_K_M7.4 GB✓ Yes32K
Q2_K6.1 GB✓ Yes32K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 16 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

DeepSeek R1 Sizes That Fit the NVIDIA GeForce RTX 4080

DeepSeek R1 Distill Qwen 14BQ4_K_M · 8.4525 GB · ~63 tok/s (est.)
DeepSeek R1 Distill Llama 8BQ4_K_M · 4.83 GB · ~97 tok/s (est.)
Buy vs. rent DeepSeek-R1-Distill-Qwen-14B
Buy the GPU
~$1,199
NVIDIA GeForce RTX 4080 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,199) beats renting at $0.34/hr after about 4.9 years.

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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.

FAQ

Is the NVIDIA GeForce RTX 4080 enough to run DeepSeek R1 locally?

Yes, comfortably — you'll have ~7.5 GB of headroom running DeepSeek R1 Distill Qwen 14B at Q4_K_M (8.4525 GB, ~63 tok/s (est.)) with room for up to 32K context.

What's the best DeepSeek R1 size for the NVIDIA GeForce RTX 4080?

DeepSeek R1 Distill Qwen 14B at Q4_K_M quantization (8.4525 GB), estimated ~63 tokens/sec, up to 32K context.

DeepSeek R1 on Other GPUs

Popular Models on the NVIDIA GeForce RTX 4080

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | DeepSeek R1 Model Page | NVIDIA GeForce RTX 4080 GPU Page | Check Your Hardware