Aim
aimstack.ioAn easy-to-use & supercharged open-source AI metadata tracker
AI Toolsexperiment-trackingmlopsopen-sourcemachine-learningmetadataself-hostedpython
About
Aim is an open-source, self-hosted AI metadata tracking tool built for ML teams that need to log, compare, and query experiments, prompts, and other training metadata at scale. It provides a performant UI for exploring and comparing training runs and prompt sessions, along with a Python SDK for programmatic access. Aim supports 100,000s of tracked metadata sequences and integrates with popular ML tools.
Problem
ML teams struggle to track, compare, and govern large numbers of AI experiments and metadata sequences across training runs.
For
ML engineers and data scientists
How it works
Users install Aim via pip, instrument their code with the Python SDK to log metrics and hyperparameters, then run a local UI server to explore and compare all tracked runs.
Business model
open-source
Status
launched
Company
AimStack