| ---
|
| license: mit
|
| tags:
|
| - adafactor
|
| - blip
|
| - contrastive
|
| - exponential
|
| - gated-fusion
|
| - huge
|
| - linear
|
| - rmsnorm
|
| - swish
|
| - xavier-uniform
|
| ---
|
|
|
| # predict.py
|
|
|
| ## Model Overview
|
|
|
| A **huge**-scale implementation of the **blip** architecture, built for **contrastive** tasks.
|
|
|
| ## Architecture
|
|
|
| - **Architecture**: blip
|
| - **Scale**: huge
|
| - **Attention**: linear
|
| - **Fusion strategy**: gated fusion
|
| - **Task head**: contrastive
|
| - **Activation**: swish
|
| - **Normalization**: rmsnorm
|
| - **Initialization**: xavier uniform
|
|
|
| ## Training
|
|
|
| - **Optimizer**: adafactor
|
| - **LR scheduler**: exponential
|
|
|
| ## Files
|
|
|
| - `predict.py` — main artifact of this repository
|
|
|
| ## License
|
|
|
| See the license field above.
|
|
|
