---
license: cc-by-4.0
tags:
- approx-gelu
- classification
- cosine
- giant
- instancenorm
- novograd
- sparse
- tensor-fusion
- vit
- xavier-uniform
---

# pipeline.py

## Model Overview

A **giant**-scale implementation of the **vit** architecture, built for **classification** tasks.

## Architecture

- **Architecture**: vit
- **Scale**: giant
- **Attention**: sparse
- **Fusion strategy**: tensor fusion
- **Task head**: classification
- **Activation**: approx gelu
- **Normalization**: instancenorm
- **Initialization**: xavier uniform

## Training

- **Optimizer**: novograd
- **LR scheduler**: cosine

## Files

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

## License

See the license field above.