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Fix a number of issues with the infrastructure, no major rework

Alexandru-Mihai GHERGHESCU requested to merge fix/general_small_fixes into main

Fix a number of issues present in the code:

  • type issues
  • README.md issues
  • variable initializations
  • model issues
  • training loss / number of batches calculation issues

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