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Training pipelines for Firefox Translations neural machine translation models

Results 311 firefox-translations-training issues
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See https://firefox-ci-tc.services.mozilla.com/tasks/B5S8nc1OTI6hOxCkGDgG9A/runs/0/logs/public/logs/live.log

bug

As a follow-up for the [initial integration](https://github.com/mozilla/firefox-translations-training/pull/163) we should: - Use the OpusCleaner UI and produce the full training config for all datasets for a language pair - Figure out...

quality

``` [task 2024-01-12T19:21:59.577Z] Start the dry run [task 2024-01-12T19:21:59.578Z] echo "Dry run with config configs/config.prod.yml and profile local" [task 2024-01-12T19:21:59.578Z] source /builds/worker/artifacts/mambaforge/etc/profile.d/conda.sh ; conda activate ; conda activate snakemake [task...

snakemake

Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.0.5 to 2.0.7. Release notes Sourced from urllib3's releases. 2.0.7 Made body stripped from HTTP requests changing the request method to GET after HTTP 303 "See Other"...

dependencies

Publishing to W&B using the last step (instead of step 0). Part of #164 \ Refs. https://github.com/mozilla/firefox-translations-training/pull/309#discussion_r1439963563

platform

Splitting main to multiple functions. Part of #164 \ Refs. https://github.com/mozilla/firefox-translations-training/pull/309#discussion_r1439933153

platform

It would be interesting to display stats about W&B publication failures Part of #164 \ Refs. https://github.com/mozilla/firefox-translations-training/pull/309#discussion_r1439967721

platform

Removing the old `Publisher.publish` method. Parsers that do things at the end may implement custom behavior during the `close` call (e.g. writing a file from cached results). Part of #164...

platform

In this training run I didn't apply any cleaning configuration, which broke the task building process: https://firefox-ci-tc.services.mozilla.com/tasks/bb_He8xySyee_GnvB4Ucog Here is the config that I was using: https://github.com/mozilla/firefox-translations-training/blob/train-en-ca/configs/tc.prod.yml

enhancement
taskcluster