AMD Radeon Pro VII - 16GB usable

16GB of HBM2 at 1 TB/s, the MI50's bandwidth trick with display outputs. Vega's ROCm support is winding down: verify your stack.

Specifications

BrandAMD
ModelRadeon Pro VII
Usable VRAM16GB
ArchitectureVega
CUDA / Stream Processors3,840
Memory Bandwidth1024 GB/s
TDP250W
FP32 TFLOPS13.1

Current Offers

Used from 349

Prices last updated:

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Price History

  • eBay349near low
Aug 21Aug 28Sep 1Sep 4330349

For AI / LLM Use

Good for 14B models. 30B requires aggressive quantization. Older architecture may have limited software support (check ROCm compatibility). Verify ROCm support for the exact framework and operating system you plan to use.

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: ~234 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
  • Workstation card with display outputs and active cooling

Cons

  • 16GB usable VRAM: may need quantization for 30B+ models
  • Older Vega architecture: verify current ROCm support

Community Verdict

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