Can I Run GPT-OSS on AMD Radeon RX 7900 XT?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 15 sierpnia 2026

Yes, comfortably — you'll have ~9.4 GB of headroom running GPT-OSS 20B at MXFP4 (10.625 GB, ~41 tok/s (est.)).

Buy This HardwareAMD Radeon RX 7900 XT 20GB — 20 GB VRAM · 315 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

or compare on Vast.ai from $0.35/hr (typical low · varies)

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AMD Radeon RX 7900 XT 20GB
20 GB VRAM · 315 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
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AMD Radeon RX 7900 XT Specs

VRAM20 GB
Memory Bandwidth800 GB/s

GPT-OSS 20B on the AMD Radeon RX 7900 XT: VRAM by quantization

QuantVRAM neededFits 20 GB?Max context
F1641 GB✗ No
Q8_022.3 GB✗ No
Q6_K17.4 GB✓ Yes32K
Q5_K_M15.2 GB✓ Yes64K
Q4_K_M13.1 GB✓ Yes128K
Q3_K_M9.5 GB✓ Yes128K
Q2_K7.6 GB✓ Yes128K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 20 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

GPT-OSS Sizes That Fit the AMD Radeon RX 7900 XT

GPT-OSS 20BMXFP4 · 10.625 GB · ~41 tok/s (est.)
Buy vs. rent GPT-OSS
Buy the GPU
~$899
AMD Radeon RX 7900 XT · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$899) beats renting at $0.34/hr after about 3.7 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 AMD Radeon RX 7900 XT enough to run GPT-OSS locally?

Yes, comfortably — you'll have ~9.4 GB of headroom running GPT-OSS 20B at MXFP4 (10.625 GB, ~41 tok/s (est.)).

What's the best GPT-OSS size for the AMD Radeon RX 7900 XT?

GPT-OSS 20B at MXFP4 quantization (10.625 GB), estimated ~41 tokens/sec.

Every GPT-OSS size on the AMD Radeon RX 7900 XT

SizeVRAMVerdictSpeed
GPT-oss 120B72.5 GBDoes not fit
GPT-OSS 20B10.6 GBRuns~41 tok/s

GPT-OSS on Other GPUs

Popular Models on the AMD Radeon RX 7900 XT

VRAM Tier

Troubleshooting

Buying Guide

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