Gender-Classifier-Mini 路 PNN 50 % 路 INT8
A Prime Neural Network (PNN) version of prithivMLmods/Gender-Classifier-Mini, made on primeneural.net. 74 linear layers are PNN layers at 50 % density overall, each layer at its own density from 15 % to 100 % (set by measured damage): in each layer every output reads a fixed, structured set of inputs, the same number for every output, and no index is stored. The weights are INT8 with one scale per output row.
| Original model | prithivMLmods/Gender-Classifier-Mini |
| PNN layers | 74 at 50 % density overall, each layer at its own density from 15 % to 100 % (set by measured damage) |
| Agreement with the original model (top-1, held-out data) | 93.75 % |
| Distillation | 8 epochs on HuggingFaceM4/FairFace (least-squares initialisation, hidden-state matching) |
| Model file | 58.18 MB (INT8) |
Loading requires the PNN package (evaluation licence: info@primeneural.net). 漏 PreciseStatistics GmbH (Prime Neural Networks) 路 Patent pending (US 19/685,168).
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