Comet Lab Atlas

An open-source tool that converts PDFs, ePub, and more into clean Markdown quickly and accurately.

Marker converts documents — PDFs, ePub, office files — into clean Markdown, JSON, or HTML. It handles tables, equations, code blocks, and reading order well, and is built to run fast on a GPU.

It is open-source, with an optional hosted API for teams that would rather not run the models themselves.

Where it's ideally used

A strong fit when you need fast, accurate document-to-Markdown conversion and can run it on your own GPU.

Where it doesn't fit

Best results lean on GPU access — less convenient for a purely CPU-bound or low-resource environment.