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Tasks.md

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Implementation Tasks

  • Model loading on server startup - dependent on language chosen as CLI argument
  • Model fine tuning automatically and manually. Should be an argument
  • Ability to choose between GPU and CPU (maybe even TPU)
  • Anonymized documents / sentences returned with markings - including JSON format and the modified file
  • Path to see loaded model and the summary
  • Path to see version running
  • Calculate F1 Score
  • Connect to Azure to allocate a GPU on a VM to train. Should also be able to automatically delete the VM again
  • Connect to Google Cloud to allocate a GPU on a VM to train. Should also be able to automatically delete the VM again
  • Connect to AWS to allocate a GPU on a VM to train. Should also be able to automatically delete the VM again
  • Store in a database(?)
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