project-classify / README.md
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metadata
license: cc-by-4.0
tags:
  - adam
  - clip
  - constant-warmup
  - huge
  - linear
  - retrieval
  - scalenorm
  - swish
  - tucker
  - xavier

model.py

Model Overview

A huge-scale implementation of the clip architecture, built for retrieval tasks.

Architecture

  • Architecture: clip
  • Scale: huge
  • Attention: linear
  • Fusion strategy: tucker
  • Task head: retrieval
  • Activation: swish
  • Normalization: scalenorm
  • Initialization: xavier

Training

  • Optimizer: adam
  • LR scheduler: constant warmup

Files

  • model.py — main artifact of this repository

License

See the license field above.