AMD Radeon RX 7900 XT — Local LLM Performance & Compatibility

20 GB VRAM is a unique sweet spot — fits all 14B models with a larger context than 16GB cards. Great for AMD users who want more VRAM than the 7800 XT.

Technical Specifications

VRAM20 GB
Memory Bandwidth800 GB/s
TDP315 W
ArchitectureRDNA 3 Navi 31
Release Year2022
MSRP at Launch$899
Inference Speed (Llama 3.1 8B Q4_K_M)~72 tokens/sec
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AMD Radeon RX 7900 XT 20GB
首发建议零售价:$899
2026年价格波动较大——请以当前商品页价格为准。
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LLMs Compatible with 20 GB VRAM

All models below run comfortably in 20 GB VRAM with Q4_K_M quantization.

Llama 3.1 Family6 GB VRAM · Q4_K_M · ollama run llama3.1
Llama 3.343 GB VRAM (smallest variant — needs more VRAM or a lower quant) · Q2_K_XS (Tight) · ollama run llama3.3
DeepSeek R19 GB VRAM · Q4_K_M · ollama run deepseek-r1:14b
Qwen 320 GB VRAM · Q4_K_M · ollama run qwen3:32b
Gemma 317 GB VRAM · Q4_K_M · ollama run gemma3:27b
Mistral Small 3.114 GB VRAM · Q4_K_M · ollama run mistral-small3.1
Phi-4 Family9 GB VRAM · Q4_K_M · ollama run phi4

Best Use Cases

Quick Start with Ollama

Install Ollama then run the recommended model for this GPU:

ollama run qwen3:14b

FAQ

Can the AMD Radeon RX 7900 XT run local LLMs?

Yes — the AMD Radeon RX 7900 XT has 20 GB VRAM and runs 20 GB VRAM is a unique sweet spot — fits all 14B models with a larger context than 16GB cards. Great for AMD users who w

How fast is the AMD Radeon RX 7900 XT for AI inference?

The AMD Radeon RX 7900 XT runs Llama 3.1 8B at ~72 tokens/sec with Q4_K_M quantization.

What LLMs can I run on 20 GB VRAM?

With 20 GB you can run: Llama 3.1 Family, Llama 3.3, DeepSeek R1, Qwen 3, Gemma 3. Use Ollama for the easiest setup: ollama run qwen3:14b.

Can I Run It? — AMD Radeon RX 7900 XT

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