metadata
license: cc-by-4.0
tags:
- batchnorm
- bilinear
- clip
- giant
- kaiming
- linear-warmup
- novograd
- retrieval
- standard
- swish
pipeline.py
Model Overview
A giant-scale implementation of the clip architecture, built for retrieval tasks.
Architecture
- Architecture: clip
- Scale: giant
- Attention: standard
- Fusion strategy: bilinear
- Task head: retrieval
- Activation: swish
- Normalization: batchnorm
- Initialization: kaiming
Training
- Optimizer: novograd
- LR scheduler: linear warmup
Files
pipeline.py— main artifact of this repository
License
See the license field above.