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The goal is to consolidate the code in this repo and reuse the infrastructure we're already using to store and evaluate models: Taskcluster, GCP, Weights and Biases. Then we'll be able to retire the current Github project https://github.com/mozilla/firefox-translations-models
This would require:
Migrate storage from GitHub LFS to Weights and Biases + GCP
Migrate evaluation code to this repo (reuse evals from the training pipeline)
Migrate evaluation reports to W&B
Implement a Taskcluster action for model deployment (currently done manually)
There is also an option to use Lumigator for the final evaluation TBD
The model artifacts will be integrated with W&B experiments.
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The goal is to consolidate the code in this repo and reuse the infrastructure we're already using to store and evaluate models: Taskcluster, GCP, Weights and Biases. Then we'll be able to retire the current Github project https://github.com/mozilla/firefox-translations-models
This would require:
There is also an option to use Lumigator for the final evaluation TBD
The model artifacts will be integrated with W&B experiments.
Deployment automation
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