recsys-practice / README.md
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metadata
license: mit
tags:
  - adafactor
  - clip
  - cosine
  - giant
  - layernorm
  - low-rank
  - mish
  - retrieval
  - sliding-window
  - trunc-normal

eval.py

Model Overview

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

Architecture

  • Architecture: clip
  • Scale: giant
  • Attention: sliding window
  • Fusion strategy: low rank
  • Task head: retrieval
  • Activation: mish
  • Normalization: layernorm
  • Initialization: trunc normal

Training

  • Optimizer: adafactor
  • LR scheduler: cosine

Files

  • eval.py — main artifact of this repository

License

See the license field above.