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CHANGELOG.md

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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

1.1.0

Added

  • speech mining with SpeechMatrix
  • ALTI+
  • BLASER
  • many tests for the mining pipeline and different modules of stopes
  • the Launcher can now retry jobs when running on a flaky slurm cluster
  • different margin implementations in mining
  • possibility to take the best neighbour when running the margin instead of the first one (fast)
  • mine large datasets by splitting them in sub-languages
  • when mining, keep metadata about what pairs come from the forward and backward pass
  • when mining, choose if you want to do only forward, backward or both passes

Changed

  • embeddings for mining are now stored in real npy files with headers
  • StopesModule is not async anymore, just the APIs of Launcher. You should write your run function as a normal non-async function
  • mining neighbours is now optimized to have a smaller memory load
  • progress bar of pipelines is simplified to avoid overly busy logs
  • do not rely on existing line count files and compute them as part of the pipeline in the mining

Fixed

  • many improvements in the mining code
  • many fixes in the NMT eval pipeline

1.0.0

Initial release