Can I Run Command R Family on NVIDIA GeForce RTX 4080?

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Written by Jakub Rusinowski · Last updated July 12, 2026

No — Command R Family doesn't fit the NVIDIA GeForce RTX 4080's 16 GB; you're short by ~1.7 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 4090 (24 GB).

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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NVIDIA GeForce RTX 4080 Specs

VRAM16 GB
Memory Bandwidth717 GB/s

Command R (35B) on the NVIDIA GeForce RTX 4080: VRAM by quantization

QuantVRAM neededFits 16 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✗ No
Q2_K17.7 GB✗ No

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.

Why It Does Not Fit

Every Command R Family variant requires more VRAM than the NVIDIA GeForce RTX 4080 provides (16 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 4090 (24 GB VRAM).

NVIDIA GeForce RTX 4090 24GB
24 GB VRAM · 450 W board power
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Won't fit — rent Command R Family instead

Command R Family needs ~21 GB but this GPU has 16 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

Does the NVIDIA GeForce RTX 4080 have enough VRAM for Command R Family?

No — Command R Family doesn't fit the NVIDIA GeForce RTX 4080's 16 GB; you're short by ~1.7 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 4090 (24 GB).

Which GPU can actually run Command R Family?

The NVIDIA GeForce RTX 4090 (24 GB VRAM) is the cheapest upgrade that fits it.

Command R Family on Other GPUs

Popular Models on the NVIDIA GeForce RTX 4080

VRAM Tier

Troubleshooting

Buying Guide

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