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AI Model Quantization Calculator ⚡

Calculate memory savings and performance gains from model quantization (1-bit, 4-bit, 8-bit). Inspired by Microsoft BitNet b1.58.

🔬 About BitNet b1.58

Microsoft's BitNet uses 1.58-bit quantization (ternary weights: -1, 0, +1) enabling:

  • Run 100B models on single CPU
  • 1.37x-6.17x speedup on CPUs
  • 55%-82% energy reduction
  • Human reading speed (5-7 tokens/s)

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