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Databases & Data

The most popular blog posts about databases & data on Hacker News. 212 posts.

2023
36

Temporal quality degradation in AI models

A recent study from MIT, Harvard, The University of Monterrey, and other top institutions showed an experiment where 91% of their ML models degrade over time . This study is one of the first of its kind, where researchers focus on studying machine learning models' behavior after deployment and how their performance…

37

Modern CSV version 2

And I think you’ll love it. I focused on several areas: Improved UI and user experience Faster performance Useful features Updated documentation For Mac users, Native Apple Silicon (ARM – M1, M2) compatibility If that’s all you need to know, you can buy a license here. Or if you already have a version 1 license, you…

39

LLaMA2 Chat 70B outperformed ChatGPT

AlpacaEval an LLM-based automatic evaluation that is fast, cheap, and reliable. It is based on the AlpacaFarm evaluation set, which tests the ability of models to follow general user instructions. These responses are then compared to reference responses (Davinci003 for AlpacaEval, GPT-4 Preview for AlpacaEval 2.0) by…

49

When LIMIT 9 works but LIMIT 10 hangs

I got a Slack message from colleagues at a major partner. They’d updated their dev environment to support WebSockets, so that Neon’s serverless driver could be used there, but then they’d run into a weird issue. The nub of it was this: This hangs: This works Reproducibly, the query without an ORDER BY ran fine […]

57

How does a B-tree make queries fast?

B-tree is a structure that helps to search through great amounts of data. It was invented over 40 years ago, yet it is still employed by the majority of modern databases. Although there are newer index structures, like LSM trees, B-tree is unbeaten when handling most of the database queries.