metadata
license: cc-by-4.0
tags:
- approx-gelu
- classification
- cosine
- giant
- instancenorm
- novograd
- sparse
- tensor-fusion
- vit
- xavier-uniform
pipeline.py
Model Overview
A giant-scale implementation of the vit architecture, built for classification tasks.
Architecture
- Architecture: vit
- Scale: giant
- Attention: sparse
- Fusion strategy: tensor fusion
- Task head: classification
- Activation: approx gelu
- Normalization: instancenorm
- Initialization: xavier uniform
Training
- Optimizer: novograd
- LR scheduler: cosine
Files
pipeline.py— main artifact of this repository
License
See the license field above.