Can I Run Command R Family on AMD Radeon RX 7900 XTX?

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Written by Jakub Rusinowski · Last updated July 12, 2026

Only with offload — Command R Family spills onto CPU/system RAM on the AMD Radeon RX 7900 XTX (24 GB), so expect a large speed penalty.

Buy This HardwareAMD Radeon RX 7900 XTX 24GB — 24 GB VRAM · 355 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 XTX Specs

VRAM24 GB
Memory Bandwidth960 GB/s

Command R (35B) on the AMD Radeon RX 7900 XTX: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1676.2 GB✗ No
Q8_043.4 GB✗ No
Q6_K34.9 GB✗ No
Q5_K_M31 GB✗ No
Q4_K_M27.3 GB✗ No
Q3_K_M21.1 GB✓ Yes4K
Q2_K17.7 GB✓ Yes8K

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.

Why It Does Not Fit

Every Command R Family variant requires more VRAM than the AMD Radeon RX 7900 XTX provides (24 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5090 (32 GB VRAM).

NVIDIA GeForce RTX 5090 32GB
32 GB VRAM · 575 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon
Won't fit — rent Command R Family instead

Command R Family needs ~21 GB but this GPU has 24 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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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

Will Command R Family run on the AMD Radeon RX 7900 XTX?

Only with offload — Command R Family spills onto CPU/system RAM on the AMD Radeon RX 7900 XTX (24 GB), so expect a large speed penalty.

What GPU should I get instead to run Command R Family?

The NVIDIA GeForce RTX 5090 (32 GB VRAM) is the cheapest upgrade that fits it.

Every Command R Family size on the AMD Radeon RX 7900 XTX

SizeVRAMVerdictSpeed
Command R+ (104B)62.8 GBDoes not fit
Command R (35B)21.1 GBDoes not fit

Command R Family on Other GPUs

Popular Models on the AMD Radeon RX 7900 XTX

VRAM Tier

Troubleshooting

Buying Guide

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