| ---
|
| license: cc-by-4.0
|
| tags:
|
| - batchnorm
|
| - exponential
|
| - gelu
|
| - lamb
|
| - low-rank
|
| - matching
|
| - sliding-window
|
| - small
|
| - tiny-transformer
|
| - xavier-uniform
|
| ---
|
|
|
| # model_309405078_tiny_transformer_small.py
|
|
|
| ## Model Overview
|
|
|
| A **small**-scale implementation of the **tiny transformer** architecture, built for **matching** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: tiny transformer
|
| - **Scale**: small
|
| - **Attention**: sliding window
|
| - **Fusion strategy**: low rank
|
| - **Task head**: matching
|
| - **Activation**: gelu
|
| - **Normalization**: batchnorm
|
| - **Initialization**: xavier uniform
|
|
|
| ## Training
|
|
|
| - **Optimizer**: lamb
|
| - **LR scheduler**: exponential
|
|
|
| ## Files
|
|
|
| - `model_309405078_tiny_transformer_small.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|
