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Create a set of aurora-gradient dashboard stat cards for an AI startup. Real-time token consumption counter, active inference queue depth, and model accuracy percentage, subtle pulsing borders with animated gradient flow, deep violet and electric cyan aurora effects against dark glassmorphism, sleek and high-performanc...
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Aurora Dashboard — AI Startup Stats</title> <script src="https://cdn.tailwindcss.com"></script> <style> @import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;...
dashboard stat cards
aurora gradient
an AI startup
Create a playful rounded cookie consent banner for a project management tool. Accept and Reject buttons, a Preferences link, and a friendly cookie mascot illustration. Warm gradients, chunky rounded borders, and cheerful typography.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Cookie Consent Banner</title> <script src="https://cdn.tailwindcss.com"></script> <link href="https://fonts.googleapis.com/css2?family=Nunito:wght@400;600;700;...
cookie consent banner
playful rounded
a project management tool
Create a dark terminal empty state screen for a design portfolio. Blinking cursor, monospace command prompt, ASCII art placeholder. Dark theme, retro CRT glow, polished.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Portfolio Terminal</title> <script src="https://cdn.tailwindcss.com"></script> <style> @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@300;400;500;600;...
empty state screen
dark terminal
a design portfolio
Create a dark terminal feature grid for a fintech dashboard. Live trade execution panel, account balance ticker, and asset performance sparklines, monospace typography with subtle cyan highlights, dark theme, polished and highly scannable.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Terminal — Fintech Dashboard</title> <script src="https://cdn.tailwindcss.com"></script> <script> tailwind.config = { theme: { extend: { colors: { terminal: { ...
feature grid
dark terminal
a fintech dashboard
Create a soft claymorphism footer for a music streaming app. Bottom navigation links, mini player controls, soft gradients with tactile inner shadows. Playful, rounded, and modern.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Claymorphism Music Footer</title> <script src="https://cdn.tailwindcss.com"></script> <style> @keyframes float { 0%, 100% { transform: tran...
footer
soft claymorphism
a music streaming app
Create a structured signup form for a project management tool. Name, work email, and team size selector, plus a calendar integration toggle. Rigid grid layout, high-contrast typography, generous whitespace.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Sign Up — Flowline</title> <script src="https://cdn.tailwindcss.com"></script> <script> tailwind.config = { theme: { extend...
signup form
swiss typographic
a project management tool
Create a dark terminal-style data table for a fitness tracking app. Workout rows displaying exercise name, rep count, and weight, a calorie counter summary, and monospace timestamps. Dark background with neon green accents, clean and polished.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Terminal Fitness Tracker</title> <script src="https://cdn.tailwindcss.com"></script> <link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@3...
data table
dark terminal
a fitness app
Create a sticky editorial sidebar for a travel booking platform. A compact currency selector, a trending destinations list, and a newsletter signup input. Elegant serif headings with soft blue accents and generous whitespace.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Wanderlust — Editorial Sidebar</title> <script src="https://cdn.tailwindcss.com"></script> <link rel="preconnect" href="https://fonts.googleapis.com"> <lin...
sidebar navigation
editorial
a travel booking site
Create a brutalist product card for a music streaming app. Large square album art, artist name in heavy type, and a chunky play button. Thick black borders, high contrast, raw and unpolished aesthetic.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Brutalist Music Card</title> <script src="https://cdn.tailwindcss.com"></script> <style> @import url('https://fonts.googleapis.com/css2?family=Space+Gr...
product card
brutalist
a music streaming app
Create a minimal file upload dropzone for an AI startup. Drag-and-drop area, file type badges, and progress bar, glassmorphic background with subtle gradient accents. Dark theme, futuristic and polished.
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>AI Upload</title> <script src="https://cdn.tailwindcss.com"></script> <style> @keyframes float { 0%, 100% { transform: translate(0, 0) scale(1); } 33% { ...
file upload dropzone
minimal
an AI startup
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ui-distill-html-648

648 single-file HTML UI components, generated by Ornith-1.0-35B on a single RTX 3060 12GB, paired with the build request that produced each one.

Built to fine-tune a 3B model into writing UI (DogukanUrker/ui-distill-3b), but it stands on its own — distill your own student from it.

The interesting part

The instructions in this dataset are not the prompts that generated the HTML.

The teacher was driven by a 678-character system prompt: use the Tailwind Play CDN, no markdown fences, <style> only for what utilities cannot express, real hover and transition states, center the component on a full-height background, make it screenshot-ready.

Each training pair here replaces that with a single line:

You are an expert front-end developer. Respond with a single,
self-contained HTML file and nothing else.

The gap between the two is the point. A model trained on this has to absorb the long prompt's requirements into its weights, because it never gets to read them.

Format

One JSON object per line:

{
  "instruction": "Create a glassmorphism pricing section for a SaaS analytics tool...",
  "html": "<!DOCTYPE html>...",
  "component": "pricing section",
  "style": "glassmorphism",
  "context": "a SaaS analytics tool"
}

Composition

  • 648 samples, 33 component types x 14 visual styles x 14 product contexts
  • Component types: login/signup forms, pricing sections, heroes, navbars, footers, dashboards, feature grids, carousels, modals, product cards, FAQ accordions, sidebars, settings panels, data tables, wizards, kanban columns, calendars, chat threads, upload dropzones, empty states, audio players, and more
  • Visual styles: glassmorphism, brutalist, minimal, neumorphic, aurora gradient, synthwave retro, corporate SaaS, playful rounded, editorial, dark terminal, bento grid, claymorphism, swiss typographic, vaporwave
  • Dark theme dominant. Tailwind via Play CDN throughout.

Length distribution:

chars     min 2,064   median 19,676   p90 35,077   max 64,545
~tokens   median 5,621   p90 10,022    max 18,441

At a 10,240-token cap, 567 of 648 samples fit. Anything longer needs a bigger max_seq_len or gets dropped.

Generation

Two calls per sample, both to the teacher: one to write a realistic build request for a randomly chosen component/style/context triple, one to write the HTML. Instructions are deduplicated on their first 60 characters. Output is structurally gated — <!DOCTYPE html> at the start, </html> present — and anything that fails is discarded rather than repaired.

Sampling: temperature 1.0 for instructions (variety), 0.7 / top_p 0.95 for HTML.

Generator: scripts/generate.py in https://github.com/DogukanUrker/ui-distill

Caveats

  • Fully synthetic and unreviewed by a human. The structural gate checks that a file is well-formed, not that it looks good or that the markup is accessible.
  • No accessibility guarantees. ARIA attributes, contrast ratios and keyboard navigation are whatever the teacher happened to emit.
  • Tailwind Play CDN is a development tool, not something to ship to production. Components require a network connection to render.
  • Style skew. Dark theme is heavily over-represented, and glassmorphism-adjacent aesthetics dominate. A model trained on this will inherit that skew.
  • Do not treat these as design references. They are training signal.

License

MIT. This is Ornith-1.0-35B output, and Ornith is MIT licensed, so redistribution and reuse — including training other models — is unrestricted.

Attribution appreciated but not required. If you build something with it, I would like to see it.

Credits

Generated with Ornith-1.0-35B by DeepReinforce.

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