README.md

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license: apache-2.0
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# ViT-Beatrix V5 Contrarian Tower Collective

## Run: v5_wide_20251229_051425

### Model Configuration
- **Type**: wide
- **Total Parameters**: 111,505,532
- **Towers**: 16 (8 pos/neg pairs)
- **Embed Dim**: 512
- **Depth**: 2 layers per tower

### Training Progress (Epoch 100)
- **Test Accuracy**: 55.94%
- **Best Accuracy**: 56.13%

### Files
- `v5_wide_20251229_051425_best.pth` - Best checkpoint
- `v5_wide_20251229_051425_e*.pth` - Interval checkpoints  
- `tensorboard/` - Training metrics

## Usage
There is no streamlined way to use this model yet, however the trainer is present with the necessary implications to load and use it.