AMD RX 7800 XT — 16GB

Specifications

BrandAMD
ModelRX 7800 XT
VRAM16GB
ArchitectureRDNA3
CUDA / Stream Processors3,840
Memory Bandwidth624 GB/s
TDP263W
FP32 TFLOPS43

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For AI / LLM Use

Good for 14B models. 30B requires aggressive quantisation.

What Models Can It Run?

  • 14B Q6_K, 30B Q3_K (tight)
  • 14B Q4_K_M, 7B full precision
  • 7B Q6_K, 14B Q3_K (tight)
  • 7B Q4_K_M only

Estimated Performance

Generation: ~47 tokens/sec

Prefill: ~768 tokens/sec

Recommended Quantisations

  • Q4_K_M for 14B models
  • Q6_K for 7B-8B models
  • Q8 for 7B if VRAM allows

Pros & Cons

Pros

  • RDNA3 architecture — good software support
  • Consumer card — easy to install, display output

Cons

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