ocr-experiments / README.md
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metadata
license: cc-by-4.0
tags:
  - adafactor
  - generation
  - low-rank
  - nano
  - scalenorm
  - standard
  - step
  - swish
  - vit
  - xavier

pipeline.py

Model Overview

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

Architecture

  • Architecture: vit
  • Scale: nano
  • Attention: standard
  • Fusion strategy: low rank
  • Task head: generation
  • Activation: swish
  • Normalization: scalenorm
  • Initialization: xavier

Training

  • Optimizer: adafactor
  • LR scheduler: step

Files

  • pipeline.py — main artifact of this repository

License

See the license field above.