AMD MI50 — 16GB

Specifications

BrandAMD
ModelMI50
VRAM16GB
ArchitectureVega
CUDA / Stream Processors3,840
Memory Bandwidth1024 GB/s
TDP300W
FP32 TFLOPS13.3

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For AI / LLM Use

Good for 14B models. 30B requires aggressive quantisation. Older architecture may have limited software support (check CUDA compatibility). Datacenter card — no display output, may need aftermarket cooling.

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: ~77 tokens/sec

Prefill: ~238 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

  • High memory bandwidth for fast generation

Cons

  • 300W TDP — high power draw
  • Older architecture — check CUDA/ROCm compatibility
  • No display output — headless only
  • May need aftermarket cooling solution

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