metadata
license: mit
tags:
- clip
- cross-attention
- gelu
- instancenorm
- lion
- multitask
- onecycle
- orthogonal
- sliding-window
- small
model.py
Model Overview
A small-scale implementation of the clip architecture, built for multitask tasks.
Architecture
- Architecture: clip
- Scale: small
- Attention: sliding window
- Fusion strategy: cross attention
- Task head: multitask
- Activation: gelu
- Normalization: instancenorm
- Initialization: orthogonal
Training
- Optimizer: lion
- LR scheduler: onecycle
Files
model.py— main artifact of this repository
License
See the license field above.