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Experimental models, trained end to end in the open. Small models built from scratch, self-labeled data, and published weights, code and training logs.

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experimentalintelligence.org

Site for Experimental Intelligence, a research lab that trains and post-trains small open models and measures what each step changes, including what gets worse. Sister organisation: experimentalmachines.org, which shares its team and its homepage design.

Next.js (App Router, TypeScript) + Tailwind CSS v4. Static export, no API routes.

Develop

npm run dev

The page

One page, told in order: a violet hero with two results drawn as slope charts, a strip of the four projects, then one section each for OpenGrad, Tool-choice contrast, the 151M from-scratch run and Taglish sentiment, then the team and contact.

Edit content

  • lib/content.ts: site details, the project strip, Tool-choice contrast, the 151M run's headline figures, Taglish sentiment and the team.
  • lib/opengrad.ts: OpenGrad Study 001 and its quantized builds, transcribed from the OpenGrad repository's audited artifacts.
  • lib/datasets.ts: the Canonical v2 training corpus, with each source's licence and row counts.
  • lib/run.ts: the 151M run's metrics.jsonl, downsampled, and its benchmarks after each stage.

app/globals.css holds the design tokens. The page has no animation: every chart is drawn in full on load.

Brand

The eye mark is traced to vector from the original logo: public/brand/ei-mark.svg (violet) and ei-mark-white.svg (for the violet header). Everything else is rendered from those: the icons as the white eye, level and zoomed onto the iris so the tips run off the edges, on a violet (#7b3fe4) tile, the link previews on white.

  • app/favicon.ico (16, 32, 48) and app/icon.svg: browser tabs. The SVG and the 16px layer sit a little closer (1.75× the tile width, against 1.6× elsewhere) so the swirl stays thick at tab size.
  • app/apple-icon.png (180) and public/brand/icon-{192,512,maskable-512}.png: home screens, listed in app/manifest.webmanifest.
  • app/opengraph-image.png and app/twitter-image.png (1200×630), with .alt.txt beside each: link previews.
  • public/brand/ei-mark.png (1200 wide): the logo in the page's Organization structured data.

Deploy

Pushes to main deploy to GitHub Pages through .github/workflows/pages.yml.

About

Experimental models, trained end to end in the open. Small models built from scratch, self-labeled data, and published weights, code and training logs.

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