kompress-v17 β 5x Must-Keep Weight
v8 data + 5x must-keep loss weight. Heretic 0.963 β beats v8's 0.955 but only 3.7% compression (v8: 15%). Middle ground in the weight tradeoff experiment. Use kompress-v8 for production.
| Weight | Model | Heretic | Compression |
|---|---|---|---|
| 3x | v8 | 0.955 | 15% |
| 5x | v17 | 0.963 | 3.7% |
| 10x | v16 | 0.972 | 2.8% |
CONCLUSION
Ξ»=5 gives 0.963 heretic but 3.7% compression. +0.008 precision costs -11.3% compression vs v8.
USECASE
Tradeoff reference. Shows Ξ»=5 is not worth the compression loss.
Model tree for PeetPedro/kompress-v17
Base model
answerdotai/ModernBERT-base Adapter
chopratejas/kompress-v2-base