AMD MI300X - 192GB usable

Specifications

BrandAMD
ModelMI300X
Usable VRAM192GB
ArchitectureCDNA3
CUDA / Stream Processors14,592
Memory Bandwidth5300 GB/s
TDP750W
FP32 TFLOPS163

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Price History

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For AI / LLM Use

Best for running 70B+ models on a single GPU. Very fast generation speed. Datacenter card with no display output, may need aftermarket cooling.

What Models Can It Run?

  • 70B full precision
  • 70B Q4_K_M, 30B full precision
  • 30B Q6_K, 70B Q2_K
  • 30B Q4_K_M, 14B full precision, 70B Q2 (tight)
  • 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: ~398 tokens/sec

Prefill: ~2911 tokens/sec

Recommended Quantisations

  • Q6_K or Q8 for best quality
  • Q4_K_M for larger models
  • Full precision for 30B and below

Pros & Cons

Pros

  • 192GB usable VRAM: handles large models
  • High memory bandwidth for fast generation
  • CDNA3 architecture: supported by current ROCm stacks

Cons

  • 750W TDP: high power draw
  • ROCm and CUDA-first framework compatibility should be checked before purchase
  • No display output: headless only
  • May need aftermarket cooling solution

Community Verdict

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