classify-mini / README.md
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metadata
license: cc-by-4.0
tags:
  - contrastive
  - grouped-query
  - groupnorm
  - linear-warmup
  - nano
  - novograd
  - orthogonal
  - swish
  - tucker
  - vit

main.py

Model Overview

A nano-scale implementation of the vit architecture, built for contrastive tasks.

Architecture

  • Architecture: vit
  • Scale: nano
  • Attention: grouped query
  • Fusion strategy: tucker
  • Task head: contrastive
  • Activation: swish
  • Normalization: groupnorm
  • Initialization: orthogonal

Training

  • Optimizer: novograd
  • LR scheduler: linear warmup

Files

  • main.py — main artifact of this repository

License

See the license field above.