| ---
|
| license: bsd-3-clause
|
| tags:
|
| - adafactor
|
| - albef
|
| - batchnorm
|
| - cosine
|
| - kaiming
|
| - matching
|
| - relu
|
| - sliding-window
|
| - small
|
| - tensor-fusion
|
| ---
|
|
|
| # model_235016012_albef_small.py
|
|
|
| ## Model Overview
|
|
|
| A **small**-scale implementation of the **albef** architecture, built for **matching** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: albef
|
| - **Scale**: small
|
| - **Attention**: sliding window
|
| - **Fusion strategy**: tensor fusion
|
| - **Task head**: matching
|
| - **Activation**: relu
|
| - **Normalization**: batchnorm
|
| - **Initialization**: kaiming
|
|
|
| ## Training
|
|
|
| - **Optimizer**: adafactor
|
| - **LR scheduler**: cosine
|
|
|
| ## Files
|
|
|
| - `model_235016012_albef_small.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|