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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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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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