---
license: apache-2.0
tags:
- approx-gelu
- groupnorm
- low-rank
- matching
- novograd
- orthogonal
- polynomial
- poolformer
- sliding-window
- tiny
---

# model.py

## Model Overview

A **tiny**-scale implementation of the **poolformer** architecture, built for **matching** tasks.

## Architecture

- **Architecture**: poolformer
- **Scale**: tiny
- **Attention**: sliding window
- **Fusion strategy**: low rank
- **Task head**: matching
- **Activation**: approx gelu
- **Normalization**: groupnorm
- **Initialization**: orthogonal

## Training

- **Optimizer**: novograd
- **LR scheduler**: polynomial

## Files

- `model.py` — main artifact of this repository

## License

See the license field above.