chritter/translatorfren repository overview

⁠Notes Translator

⁠Getting Started

• First execute download.sh in translforfren to download the model checkpoints.
• Create a container based on the Dockerfile. Maps API endpoints to port 8000 of host machine
• Access FastAPI docs with http://0.0.0.0:8000/docs⁠

⁠API details

• Provides 2 endpoints for translation from Fr-En and En-Fr

⁠Algo Implementation Details

• Model published in Xie19 by Google Research, see github UDA
• Splits text into pagraphas, dthen translates each, and assembles back
• Leverages t2t-decoder
  • translate_enfr_wmt32k
  • English-French: --problem=translate_enfr_wmt32k