| <!doctype html> |
| <html lang="en"> |
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| <meta charset="utf-8" /> |
| <meta name="viewport" content="width=device-width, initial-scale=1" /> |
| <title>One for All — the strength of many, carried by one</title> |
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| <style> |
| :root { |
| |
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| |
| --serif: "Instrument Serif", Georgia, "Times New Roman", serif; |
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| --mono: "JetBrains Mono", ui-monospace, SFMono-Regular, Menlo, monospace; |
| |
| --maxw: 1180px; |
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| |
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| .topbar { |
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| padding: 16px clamp(20px, 4vw, 40px); |
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| |
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| |
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| |
| |
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| |
| |
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| |
| |
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| |
| .ask-box { |
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| |
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| |
| |
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| |
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| background: linear-gradient(180deg, var(--spark), var(--spark-deep)); |
| padding: 12px 24px; border-radius: 12px; |
| display: inline-flex; align-items: center; gap: 12px; |
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| transition: transform .2s var(--ease), filter .2s; |
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| .ask-btn:hover { transform: translateY(-1px); filter: brightness(1.04); } |
| .ask-btn small { font-family: var(--mono); font-weight: 400; font-size: 10.5px; opacity: 0.7; letter-spacing: 0.04em; } |
| .ask-btn.busy { animation: pulseBtn 1.1s ease-in-out infinite; } |
| @keyframes pulseBtn { 0%,100%{ filter: brightness(1);} 50%{ filter: brightness(1.18);} } |
| |
| |
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| .answers.compare { grid-template-columns: 1fr 1fr; } |
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| border: 1px solid var(--line-soft); border-radius: 12px; padding: 16px; |
| background: var(--ink-0); |
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| .ans .tag { |
| font-family: var(--mono); font-size: 10.5px; letter-spacing: 0.14em; text-transform: uppercase; |
| display: flex; align-items: center; gap: 8px; margin-bottom: 12px; |
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| .ans .tag .d { width: 6px; height: 6px; border-radius: 50%; background: currentColor; box-shadow: 0 0 8px currentColor; } |
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| .ans.before { opacity: 0.72; } |
| .ans .body .caret { color: var(--spark); animation: blink 1s step-end infinite; } |
| @keyframes blink { 50% { opacity: 0; } } |
| .placeholder-note { color: var(--text-faint); font-size: 13.5px; font-style: italic; } |
| @media (max-width: 640px){ .answers.compare { grid-template-columns: 1fr; } } |
| |
| |
| .influence .head { display: flex; align-items: baseline; justify-content: space-between; margin-bottom: 4px; } |
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| .inf-row { display: grid; grid-template-columns: 78px 1fr 34px; align-items: center; gap: 12px; } |
| .inf-row .nm { font-family: var(--mono); font-size: 12.5px; } |
| .inf-row .track { height: 5px; border-radius: 99px; background: oklch(0.3 0.01 264 / 0.5); overflow: hidden; position: relative; } |
| .inf-row .fill { position: absolute; inset: 0 auto 0 0; width: 0; border-radius: 99px; background: currentColor; box-shadow: 0 0 10px currentColor; transition: width 1s var(--ease); } |
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| .inf-foot { margin-top: 20px; padding-top: 16px; border-top: 1px solid var(--line-soft); |
| font-family: var(--mono); font-size: 11px; color: var(--text-faint); display: flex; align-items: center; gap: 8px; } |
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| |
| |
| .map-stage { |
| position: relative; height: clamp(440px, 64vh, 680px); |
| border-radius: 22px; overflow: hidden; |
| border: 1px solid var(--line-soft); |
| background: |
| radial-gradient(60% 60% at 50% 50%, oklch(0.2 0.013 264 / 0.5), transparent 75%), |
| var(--ink-0); |
| } |
| .map-stage .vignette { position: absolute; inset: 0; pointer-events: none; |
| box-shadow: inset 0 0 140px 30px oklch(0.13 0.01 264 / 0.9); } |
| .map-layer { position: absolute; inset: 0; will-change: transform; } |
| .dot { |
| position: absolute; border-radius: 50%; transform: translate(-50%, -50%); |
| box-shadow: 0 0 10px currentColor; will-change: transform; |
| } |
| .dot.probe { background: var(--text); color: var(--text); } |
| .dot.probe::after { content:""; position:absolute; inset:-7px; border-radius:50%; border:1px solid var(--text); opacity:0; animation: ping 1.6s var(--ease) 2; } |
| @keyframes ping { 0%{ transform: scale(.4); opacity:.8;} 100%{ transform: scale(1.6); opacity:0; } } |
| .map-legend { |
| position: absolute; left: 20px; bottom: 18px; z-index: 3; |
| display: flex; flex-wrap: wrap; gap: 14px; |
| } |
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| .map-legend .lg .s { width: 8px; height: 8px; border-radius: 50%; box-shadow: 0 0 7px currentColor; background: currentColor; } |
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| .map-cap .t { font-family: var(--mono); font-size: 11px; letter-spacing: 0.2em; text-transform: uppercase; color: var(--text-faint); } |
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| |
| |
| footer { position: relative; z-index: 2; border-top: 1px solid var(--line-soft); margin-top: 40px; } |
| .foot-in { max-width: var(--maxw); margin: 0 auto; padding: 30px clamp(20px,4vw,40px); |
| display: flex; align-items: center; justify-content: space-between; gap: 20px; flex-wrap: wrap; } |
| .foot-in .tag { font-family: var(--serif); font-size: 22px; color: var(--text-dim); } |
| .foot-in .tag .em { font-style: italic; color: var(--spark); } |
| .foot-links { display: flex; gap: 22px; font-family: var(--mono); font-size: 12px; } |
| .foot-links a { color: var(--text-faint); text-decoration: none; transition: color .2s; } |
| .foot-links a:hover { color: var(--spark); } |
| |
| @media (max-width: 900px){ |
| .hero-grid { grid-template-columns: 1fr; } |
| .converge { max-width: 460px; margin: 8px auto 0; } |
| .ask-shell { grid-template-columns: 1fr; } |
| } |
| |
| @media (prefers-reduced-motion: reduce){ |
| *, *::before, *::after { animation-duration: .001ms !important; animation-iteration-count: 1 !important; } |
| html { scroll-behavior: auto; } |
| .reveal { opacity: 1; transform: none; } |
| } |
| </style> |
| </head> |
| <body> |
| <div class="ambient" id="ambient"></div> |
| <div class="grain"></div> |
|
|
| |
| <header class="topbar"> |
| <div class="brand"> |
| <span class="name">One for <b>All</b></span> |
| </div> |
| <div class="stat-row"> |
| <span class="stat"><span class="d s"></span>Student <b>· 0.5B</b></span> |
| <span class="stat" id="statTeachers"><span class="d t"></span>6 Teachers <b>· 1.5–4B</b></span> |
| </div> |
| </header> |
|
|
| |
| <section class="hero"> |
| <div class="wrap hero-grid"> |
| <div class="hero-copy"> |
| <span class="eyebrow">Multi-teacher distillation</span> |
| <h1>Six minds,<br />one <span class="em">student</span>.</h1> |
| <p class="lede"> |
| Six specialist AIs pour what they know into a single half-billion-parameter |
| model — <b>the strength of many, carried by one.</b> Ask it anything and watch |
| the inheritance happen, live. |
| </p> |
| <div class="hero-cta"> |
| <button class="btn btn-spark" data-scroll="#try">Ask the student <span class="arrow">↓</span></button> |
| <button class="btn btn-ghost" data-scroll="#map">See the thought map</button> |
| </div> |
| <div class="scrollcue"><span class="ln"></span> watch the transfer</div> |
| </div> |
|
|
| |
| <div class="converge" id="converge" aria-hidden="true"> |
| <svg viewBox="0 0 600 600"> |
| <defs> |
| <radialGradient id="coreG" cx="50%" cy="50%" r="50%"> |
| <stop offset="0%" stop-color="oklch(0.97 0.05 80)" /> |
| <stop offset="45%" stop-color="var(--spark)" /> |
| <stop offset="100%" stop-color="var(--spark-deep)" /> |
| </radialGradient> |
| <filter id="soft" x="-60%" y="-60%" width="220%" height="220%"> |
| <feGaussianBlur stdDeviation="7" /> |
| </filter> |
| </defs> |
|
|
| |
| <g id="threads"></g> |
| <g id="flows"></g> |
|
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| <text x="300" y="345" text-anchor="middle" class="tlabel" style="fill: var(--spark); font-size: 12px; letter-spacing:0.12em;">STUDENT · 0.5B</text> |
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| </section> |
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| <section class="section" id="try"> |
| <div class="wrap"> |
| <div class="sec-head reveal"> |
| <span class="eyebrow">Live probe</span> |
| <h2>One prompt. Two answers.<br />Before the teachers, and after.</h2> |
| <p>The exact same 0.5-billion-parameter model — with and without what it learned from the |
| six teachers. Type a question, or pick one below.</p> |
| </div> |
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| <div class="ask-shell reveal"> |
| |
| <div class="card"> |
| <div class="seg" role="group" aria-label="view mode"> |
| <button data-mode="ask" aria-pressed="true">Ask</button> |
| <button data-mode="compare" aria-pressed="false">Compare before / after</button> |
| </div> |
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|
| <textarea class="ask-box" id="ask" placeholder="Ask anything — a math problem, a science question, a bit of code…">Write a Python function that checks if a word is a palindrome.</textarea> |
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| <div class="ask-row"> |
| <span class="run-hint"><span class="kbd">⌘</span><span class="kbd">↵</span> to run</span> |
| <button class="ask-btn" id="askBtn">Ask <small>0.5B model</small></button> |
| </div> |
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| <div class="examples-block"> |
| <span class="examples-label">Or pick a question</span> |
| <ul class="examples" id="examples"></ul> |
| </div> |
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| <div class="answers" id="answers"> |
| <div class="ans after"> |
| <div class="tag"><span class="d"></span>After · taught by 6 teachers</div> |
| <div class="body" id="bodyAfter"><span class="placeholder-note">Ask the student to see how its answer changes after distillation.</span></div> |
| </div> |
| <div class="ans before" id="beforeCard" hidden> |
| <div class="tag"><span class="d"></span>Before · plain base model</div> |
| <div class="body" id="bodyBefore"></div> |
| </div> |
| </div> |
| </div> |
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| |
| <div class="card influence"> |
| <div class="head"><span class="ttl">Teacher influence</span></div> |
| <p>While the student answers, these bars show how much it leans on what each teacher taught it.</p> |
| <div class="inf-rows" id="infRows"></div> |
| <div class="inf-foot"><span class="dot"></span><span id="infNote">idle — waiting for a prompt</span></div> |
| </div> |
| </div> |
| </div> |
| </section> |
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| |
| <section class="section" id="map"> |
| <div class="wrap"> |
| <div class="sec-head reveal"> |
| <span class="eyebrow">Representation space</span> |
| <h2>Where every mind keeps its thoughts.</h2> |
| <p>Each dot is how one model internally represents a piece of text. Teachers cluster by what |
| they're good at — and the student drifts toward all of them at once. Your prompts land here |
| as bright probes.</p> |
| </div> |
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| <div class="map-stage reveal" id="mapStage"> |
| <div class="map-cap"> |
| <div class="t">Thought map</div> |
| <p>Move your cursor — the field has depth.</p> |
| </div> |
| <div class="map-layer" id="mapFar" data-depth="0.012"></div> |
| <div class="map-layer" id="mapMid" data-depth="0.028"></div> |
| <div class="map-layer" id="mapNear" data-depth="0.05"></div> |
| <div class="vignette"></div> |
| <div class="map-legend" id="mapLegend"></div> |
| </div> |
| </div> |
| </section> |
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|
| <footer> |
| <div class="foot-in"> |
| <div class="tag">one for all — <span class="em">the strength of many, carried by one.</span></div> |
| <div class="foot-links"> |
| <a href="https://huggingface.co/build-small-hackathon/deku" target="_blank" rel="noopener">model</a> |
| <a href="https://huggingface.co/build-small-hackathon/deku-gguf" target="_blank" rel="noopener">gguf</a> |
| <a href="https://huggingface.co/spaces/build-small-hackathon/one-for-all" target="_blank" rel="noopener">↗ space</a> |
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