Model Compression Calculator
Calculate compressed model size after pruning, quantization, and distillation with accuracy impact estimates.
Inputs
Results
Compressed Size
87.5 MB
Size Reduction
82.5%
Est. Accuracy Impact0.8%
How to Use This Calculator
- Enter Original Model Size (MB), Pruning %, and Quantization Bits.
- Set FP32 (no quantization), FP16 (half precision), and INT8.
- Adjust INT4, Distillation Ratio as needed.
- Review Compressed Size (MB) and Size Reduction (%).
- Use Est. Accuracy Impact (%) to inform your decision.
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