Insights AI
Your AI-Powered Junior Data Analyst. - Uploading large datasets (50-70GB) in CSV format wasn't feasible for me.
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Overfitted a 900KB Transformer to Compress a 100MB CSV into 7MB
news.ycombinator.comI built an experiment that uses an overfitted transformer and arithmetic coding to compress individual files.
I "built" Sana
github.coma vector DB on object storage
Upload a CSV file
lukasiewicz.tmlc.plget a Machine Learning model in 1 minute
I built a local data lake for AI powered data engineering and analytics
stream-sock-3f5.notion.siteI got tired of the overhead required to run even a simple data analysis - cloud setup, ETL pipelines, orchestration, cost monitoring - so I built a fully local data-stack/IDE where I can write SQL/Py, run it, see results, and iterate quickly and interactively.
Linear RNN/Reservoir hybrid generative model
raw.githubusercontent.comone C file (no deps.)