Makes sense. Random initial states for generation is interesting because it adds diversity at the source. We tried something related with the alpha parameter (scales the learned state magnitude) and found the optimal value differs 10x between architectures: 0.07 for GatedDeltaNet vs 0.65 for Mamba-2. Too large and generation degrades, too small and the state washes out before it affects anything.

Thanks for checking it out! Let me know if there’s anything you would change.

I built this because most Markdown previews are either inside editors, browser-based, or tied to heavier tools.

Sometimes you just want to double-click a .md file and read it like a document.

MDviewer is a tiny native macOS app that opens Markdown files as print-ready pages with good typography. You can also print or export directly to PDF.

Features:native macOS (Cocoa + WKWebView), double-click Markdown files from Finder, no Electron, no cloud or telemetry, safe rendering (marked + DOMPurify + strict CSP)

Curious if people would use a dedicated Markdown reader like this or if editors already cover the use case.