Can I Run Llama 3.3 on AMD Radeon RX 7900 XT?

作者: Jakub Rusinowski · 最后更新: 2024年12月8日

No — Llama 3.3 doesn't fit the AMD Radeon RX 7900 XT's 20 GB; you're short by ~5.2 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 5090 (32 GB).

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AMD Radeon RX 7900 XT Specs

VRAM20 GB
Memory Bandwidth800 GB/s

Llama 3.3 70B Instruct on the AMD Radeon RX 7900 XT: VRAM by quantization

QuantVRAM neededFits 20 GB?Max context
F16142.1 GB✗ No
Q8_076.5 GB✗ No
Q6_K59.5 GB✗ No
Q5_K_M51.8 GB✗ No
Q4_K_M44.4 GB✗ No
Q3_K_M32 GB✗ No
Q2_K25.2 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 Llama 3.3 variant requires more VRAM than the AMD Radeon RX 7900 XT provides (20 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5090 (32 GB VRAM).

NVIDIA GeForce RTX 5090 32GB
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Won't fit — rent Llama 3.3 instead

Llama 3.3 needs ~26 GB but this GPU has 20 GB. Rent a A100 (40 GB)-class GPU by the hour instead of buying one:

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FAQ

Will Llama 3.3 run on the AMD Radeon RX 7900 XT?

No — Llama 3.3 doesn't fit the AMD Radeon RX 7900 XT's 20 GB; you're short by ~5.2 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 5090 (32 GB).

What GPU should I get instead to run Llama 3.3?

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

Llama 3.3 on Other GPUs

Popular Models on the AMD Radeon RX 7900 XT

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Llama 3.3 Model Page | AMD Radeon RX 7900 XT GPU Page | Check Your Hardware