Can I Run Qwen 2.5 Family on NVIDIA GeForce RTX 4090?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 listopada 2024

Yes, comfortably — you'll have ~4.5 GB of headroom running Qwen 2.5 Coder 32B at Q4_K_M (19.5 GB, ~52 tok/s (est.)) with room for up to 8K context.

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Sprawdź cenę na Amazon — NVIDIA GeForce RTX 4090 24GB

NVIDIA GeForce RTX 4090 Specs

VRAM24 GB
Memory Bandwidth1008 GB/s

Qwen 2.5 Coder 32B on the NVIDIA GeForce RTX 4090: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1665.9 GB✗ No
Q8_035.9 GB✗ No
Q6_K28.1 GB✗ No
Q5_K_M24.6 GB✗ No
Q4_K_M21.2 GB✓ Yes8K
Q3_K_M15.5 GB✓ Yes32K
Q2_K12.4 GB✓ Yes32K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 24 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Qwen 2.5 Family Sizes That Fit the NVIDIA GeForce RTX 4090

Qwen 2.5 Coder 32BQ4_K_M · 19.5 GB · ~52 tok/s (est.)
Qwen 2.5 14B InstructQ4_K_M · 9.5 GB · ~106 tok/s (est.)
Qwen 2.5 7B InstructQ4_K_M · 4.8 GB · ~210 tok/s (est.)
Buy vs. rent Qwen 2.5 Family
Buy the GPU
~$1,599
NVIDIA GeForce RTX 4090 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,599) beats renting at $0.34/hr after about 6.5 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

Can I run Qwen 2.5 Family on the NVIDIA GeForce RTX 4090?

Yes, comfortably — you'll have ~4.5 GB of headroom running Qwen 2.5 Coder 32B at Q4_K_M (19.5 GB, ~52 tok/s (est.)) with room for up to 8K context.

What's the best Qwen 2.5 Family size for the NVIDIA GeForce RTX 4090?

Qwen 2.5 Coder 32B at Q4_K_M quantization (19.5 GB), estimated ~52 tokens/sec, up to 8K context.

Qwen 2.5 Family on Other GPUs

Popular Models on the NVIDIA GeForce RTX 4090

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Qwen 2.5 Family Model Page | NVIDIA GeForce RTX 4090 GPU Page | Check Your Hardware