| ---
|
| license: apache-2.0
|
| tags:
|
| - approx-gelu
|
| - deit
|
| - generation
|
| - groupnorm
|
| - linear-warmup
|
| - sgd
|
| - sparse
|
| - tiny
|
| - tucker
|
| - xavier-uniform
|
| ---
|
|
|
| # run.py
|
|
|
| ## Model Overview
|
|
|
| A **tiny**-scale implementation of the **deit** architecture, built for **generation** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: deit
|
| - **Scale**: tiny
|
| - **Attention**: sparse
|
| - **Fusion strategy**: tucker
|
| - **Task head**: generation
|
| - **Activation**: approx gelu
|
| - **Normalization**: groupnorm
|
| - **Initialization**: xavier uniform
|
|
|
| ## Training
|
|
|
| - **Optimizer**: sgd
|
| - **LR scheduler**: linear warmup
|
|
|
| ## Files
|
|
|
| - `run.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|
