---
license: mit
tags:
- adafactor
- contrastive
- efficientformer
- exponential
- flash
- gelu
- orthogonal
- scalenorm
- tensor-fusion
- xlarge
---

# pipeline.py

## Model Overview

A **xlarge**-scale implementation of the **efficientformer** architecture, built for **contrastive** tasks.

## Architecture

- **Architecture**: efficientformer
- **Scale**: xlarge
- **Attention**: flash
- **Fusion strategy**: tensor fusion
- **Task head**: contrastive
- **Activation**: gelu
- **Normalization**: scalenorm
- **Initialization**: orthogonal

## Training

- **Optimizer**: adafactor
- **LR scheduler**: exponential

## Files

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

## License

See the license field above.