Exploring LLMs for Data Synthesizing & Anonymization: looking for Insights on Current & Future Solutions

This page summarizes the projects mentioned and recommended in the original post on /r/LocalLLaMA
Testing Fake Data Python Fake Dataset

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  • faker

    Faker is a Python package that generates fake data for you. (by joke2k)

    • Don't get me wrong, LLMs are awesome but totally unsuited for what you are describing. Classic data science tools like faker will be better for the task in pretty much every aspect. They can generate synthetic datasets and anonymize existing ones faster and far more reliable than any LLM.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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