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---

license: mit
tags:
- contrastive
- cosine
- efficientformer
- gated-fusion
- giant
- instancenorm
- novograd
- standard
- swish
- xavier
---


# model_404349722_efficientformer_giant.py



## Model Overview



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



## Architecture



- **Architecture**: efficientformer

- **Scale**: giant

- **Attention**: standard

- **Fusion strategy**: gated fusion

- **Task head**: contrastive

- **Activation**: swish

- **Normalization**: instancenorm

- **Initialization**: xavier



## Training



- **Optimizer**: novograd

- **LR scheduler**: cosine



## Files



- `model_404349722_efficientformer_giant.py` — main artifact of this repository

## License

See the license field above.