Can I Run Nemotron 70B on AMD Radeon RX 7900 XT?

Superseded model. Nemotron 70B has been superseded by Nemotron 3 Super. This page is kept for reference; the newer family is a better starting point. View Nemotron 3 Super →

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 2026

No — Nemotron 70B doesn't fit the AMD Radeon RX 7900 XT's 20 GB; you're short by ~5.4 GB even at Q2_K. The cheapest card that runs it is the NVIDIA RTX 6000 Ada Generation (48 GB).

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AMD Radeon RX 7900 XT Specs

VRAM20 GB
Memory Bandwidth800 GB/s

Nemotron 70B Instruct on the AMD Radeon RX 7900 XT: VRAM by quantization

QuantVRAM neededFits 20 GB?Max context
F16143.3 GB✗ No
Q8_077.2 GB✗ No
Q6_K60 GB✗ No
Q5_K_M52.2 GB✗ No
Q4_K_M44.8 GB✗ No
Q3_K_M32.2 GB✗ No
Q2_K25.4 GB✗ No

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.

Why It Does Not Fit

Every Nemotron 70B variant requires more VRAM than the AMD Radeon RX 7900 XT provides (20 GB).

Nearest GPU That Fits

NVIDIA RTX 6000 Ada Generation (48 GB VRAM).

NVIDIA RTX 6000 Ada Generation 48GB
48 GB VRAM · 300 W board power
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Won't fit — rent Nemotron 70B instead

Nemotron 70B needs ~43 GB but this GPU has 20 GB. Rent a A100 (80 GB)-class GPU by the hour instead of buying one:

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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Will Nemotron 70B run on the AMD Radeon RX 7900 XT?

No — Nemotron 70B doesn't fit the AMD Radeon RX 7900 XT's 20 GB; you're short by ~5.4 GB even at Q2_K. The cheapest card that runs it is the NVIDIA RTX 6000 Ada Generation (48 GB).

What GPU should I get instead to run Nemotron 70B?

The NVIDIA RTX 6000 Ada Generation (48 GB VRAM) is the cheapest upgrade that fits it.

Nemotron 70B on Other GPUs

Popular Models on the AMD Radeon RX 7900 XT

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Nemotron 70B Model Page | AMD Radeon RX 7900 XT GPU Page | Check Your Hardware