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index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Tiny-ML Leaderboard</title>
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<script src="https://cdn.jsdelivr.net/npm/chart.js@4"></script>
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<script src="https://cdn.jsdelivr.net/npm/chartjs-adapter-date-fns@3"></script>
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<style>
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:root {
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--bg: #0d1117;
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--bg-warm: #161b22;
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--card: #161b22;
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--card-hover: #1c2129;
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--border: #30363d;
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--border-light: #21262d;
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--text: #c9d1d9;
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--text-secondary: #8b949e;
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--text-muted: #484f58;
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--accent: #58a6ff;
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--green: #3fb950;
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--orange: #d29922;
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--shadow-sm: 0 1px 3px rgba(0,0,0,0.3);
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--shadow-md: 0 4px 12px rgba(0,0,0,0.35);
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--radius: 12px;
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--radius-sm: 8px;
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--radius-xs: 6px;
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--transition: 0.2s cubic-bezier(0.4, 0, 0.2, 1);
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--glintresearch: #3fb950;
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--supralabs: #58a6ff;
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--axiomiclabs: #c2b6ff;
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--mihaipopa: #93c6aa;
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--cromia: #ffffff;
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--wop: #ff9b50;
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--GODELEV: #1a56db;
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--finnianx: #06b6d4;
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--ivmelabs: #ff0000;
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--rtc: #e8a87c;
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--huggingface: #ffcc00;
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--facebook: #1877f2;
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--openai: #10a37f;
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--eleutherai: #ef4444;
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--stentor: #ff6bcb;
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--eclipsesenpai: #06b6d4;
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--minimalabs: #4961e6;
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--sandroeth: #84cc16;
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--thingai: #b45309;
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--veyraai: #d45672;
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--fromzero: #d2b48c;
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--joelhenwang: #e5e7eb;
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--jhuclsp: #2563eb;
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--liodonai: #6366f1;
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--smalldoge: #ec4899;
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--quazim0t0: #0ea5e9;
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--small56ai: #22c55e;
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--lhtechai: #f97316;
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--56m: #a855f7;
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}
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* { margin: 0; padding: 0; box-sizing: border-box; }
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html { scroll-behavior: smooth; }
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif;
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background: var(--bg);
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color: var(--text);
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line-height: 1.5;
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-webkit-font-smoothing: antialiased;
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}
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.shell {
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max-width: 100%;
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margin: 0 auto;
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padding: 1.25rem 1.75rem;
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}
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.welcome { padding: 1rem 0 1.5rem; }
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.welcome h1 {
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font-size: 1.8rem;
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font-weight: 700;
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letter-spacing: -0.02em;
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margin-bottom: 4px;
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}
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.welcome p { color: var(--text-secondary); font-size: 0.95rem; }
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.stat-row {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(170px, 1fr));
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gap: 12px;
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margin-bottom: 1.5rem;
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}
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.stat-pill {
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background: var(--card);
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border: 1px solid var(--border);
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border-radius: var(--radius-sm);
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padding: 1rem 1.15rem;
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transition: box-shadow var(--transition), transform var(--transition);
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}
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.stat-pill:hover { box-shadow: var(--shadow-md); transform: translateY(-1px); }
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.stat-pill .label {
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font-size: 0.72rem; font-weight: 600; text-transform: uppercase;
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letter-spacing: 0.06em; color: var(--text-muted); margin-bottom: 3px;
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}
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.stat-pill .value { font-size: 1.4rem; font-weight: 700; letter-spacing: -0.02em; }
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.stat-pill .sub { font-size: 0.75rem; color: var(--text-secondary); margin-top: 1px; }
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.info-banner {
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background: var(--card); border: 1px solid var(--border); border-radius: var(--radius-sm);
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padding: 1rem 1.15rem; margin-bottom: 1.5rem; font-size: 0.88rem; line-height: 1.6;
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display: flex; align-items: flex-start; gap: 10px;
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}
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.info-banner svg { width: 18px; height: 18px; flex-shrink: 0; margin-top: 2px; color: var(--accent); }
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.info-banner a { color: var(--accent); text-decoration: none; }
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.info-banner a:hover { text-decoration: underline; }
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.info-banner.clickable { cursor: pointer; user-select: none; }
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.info-banner.clickable:hover { border-color: var(--accent); }
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.banner-expand {
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max-height: 0; overflow: hidden;
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transition: max-height 0.35s cubic-bezier(0.4, 0, 0.2, 1), opacity 0.3s ease, margin 0.3s ease;
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opacity: 0; margin-top: 0;
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}
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.banner-expand.open {
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max-height: 300px; opacity: 1; margin-top: 10px;
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}
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.banner-expand-inner {
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padding: 0.85rem 1rem; background: var(--bg); border-radius: var(--radius-xs);
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border: 1px solid var(--border-light); font-size: 0.84rem; color: var(--text-secondary); line-height: 1.65;
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}
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.banner-expand-inner code {
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background: rgba(88,166,255,0.1); padding: 1px 5px; border-radius: 3px;
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font-family: 'SF Mono', 'Fira Code', monospace; font-size: 0.82rem; color: var(--accent);
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}
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.banner-hint {
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font-size: 0.75rem; color: var(--text-muted); margin-left: 6px;
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transition: transform 0.25s ease; display: inline-block;
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}
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.banner-hint.rotated { transform: rotate(180deg); }
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.section { margin-bottom: 1.1rem; }
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.timeline-toolbar {
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display: flex; align-items: center; gap: 6px;
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margin-bottom: 10px;
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overflow-x: auto; -webkit-overflow-scrolling: touch;
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scrollbar-width: none;
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padding-bottom: 2px;
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}
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.timeline-toolbar::-webkit-scrollbar { display: none; }
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.tl-sep {
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width: 1px; height: 18px; background: var(--border);
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margin: 0 4px; flex-shrink: 0;
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}
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.timeline {
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background: var(--card);
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border: 1px solid var(--border);
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border-radius: var(--radius);
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overflow: hidden;
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}
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.tl-month {
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display: flex;
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align-items: center;
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gap: 12px;
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padding: 10px 16px;
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background: var(--bg-warm);
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border-bottom: 1px solid var(--border);
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font-size: 0.78rem;
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font-weight: 700;
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text-transform: uppercase;
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letter-spacing: 0.08em;
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color: var(--text-secondary);
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position: sticky;
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top: 0;
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z-index: 1;
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}
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.tl-month .tl-month-count {
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margin-left: auto;
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font-weight: 500;
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text-transform: none;
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letter-spacing: 0;
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color: var(--text-muted);
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font-size: 0.74rem;
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}
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.tl-row {
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display: grid;
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grid-template-columns: 92px 1fr auto auto;
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align-items: center;
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gap: 14px;
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padding: 11px 16px;
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border-bottom: 1px solid var(--border-light);
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transition: background var(--transition);
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}
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.tl-row:last-child { border-bottom: none; }
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.tl-row:hover { background: var(--card-hover); }
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.tl-date {
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font-variant-numeric: tabular-nums;
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font-size: 0.8rem;
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color: var(--text-muted);
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display: flex;
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align-items: center;
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gap: 8px;
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}
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.tl-date::before {
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content: '';
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width: 8px;
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height: 8px;
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border-radius: 50%;
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background: var(--org-color, var(--text-muted));
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flex-shrink: 0;
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box-shadow: 0 0 0 3px rgba(255,255,255,0.04);
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}
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.tl-name {
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display: flex;
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align-items: center;
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gap: 8px;
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min-width: 0;
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}
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.tl-name a {
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color: var(--text);
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text-decoration: none;
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font-weight: 600;
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font-size: 0.88rem;
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letter-spacing: -0.01em;
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overflow: hidden;
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text-overflow: ellipsis;
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white-space: nowrap;
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}
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.tl-name a:hover { color: var(--accent); }
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.tl-params {
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font-size: 0.75rem;
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color: var(--text-muted);
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font-variant-numeric: tabular-nums;
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white-space: nowrap;
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}
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.tl-org {
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display: inline-flex;
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align-items: center;
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gap: 5px;
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padding: 2px 9px;
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border-radius: 4px;
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font-size: 0.72rem;
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font-weight: 600;
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white-space: nowrap;
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}
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@media (max-width: 640px) {
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.tl-row {
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grid-template-columns: 78px 1fr;
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grid-template-areas: "date name" "date extras";
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row-gap: 4px;
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}
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.tl-date { grid-area: date; }
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.tl-name { grid-area: name; }
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.tl-params { grid-area: extras; justify-self: end; }
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.tl-org { grid-area: extras; justify-self: end; }
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}
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.tl-empty {
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padding: 24px 16px;
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text-align: center;
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color: var(--text-muted);
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font-size: 0.84rem;
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}
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.section-head {
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display: flex; align-items: center; justify-content: space-between; margin-bottom: 0.75rem;
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}
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.section-head h2 { font-size: 1.15rem; font-weight: 700; letter-spacing: -0.02em; }
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.section-head .badge {
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font-size: 0.72rem; font-weight: 600; padding: 3px 10px; border-radius: 100px;
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background: var(--bg-warm); color: var(--text-secondary); border: 1px solid var(--border);
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}
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.section-head .head-right { display: flex; align-items: center; gap: 10px; flex-wrap: wrap; }
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.sort-control {
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display: inline-flex; align-items: center; gap: 6px;
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background: var(--bg-warm); border: 1px solid var(--border);
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border-radius: 100px; padding: 2px 4px 2px 12px;
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font-size: 0.68rem; font-weight: 600; color: var(--text-muted);
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text-transform: uppercase; letter-spacing: 0.05em;
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}
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.sort-control select {
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background: transparent; border: none; color: var(--text);
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font-size: 0.76rem; font-weight: 600; text-transform: none; letter-spacing: 0;
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padding: 4px 26px 4px 8px; border-radius: 100px; cursor: pointer; outline: none;
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appearance: none; -webkit-appearance: none; -moz-appearance: none;
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background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='10' height='10' viewBox='0 0 24 24' fill='none' stroke='%238b949e' stroke-width='2.5' stroke-linecap='round' stroke-linejoin='round'%3E%3Cpolyline points='6 9 12 15 18 9'%3E%3C/polyline%3E%3C/svg%3E");
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background-repeat: no-repeat; background-position: right 8px center;
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transition: background-color var(--transition);
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}
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.sort-control select:hover { background-color: var(--bg); }
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.sort-control select:focus { box-shadow: 0 0 0 2px rgba(88, 166, 255, 0.3); }
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.sort-control select option { background: var(--bg-warm); color: var(--text); }
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.table-wrap {
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background: var(--card); border: 1px solid var(--border);
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border-radius: var(--radius); overflow: hidden;
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}
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.table-toolbar {
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display: flex; align-items: center; gap: 6px; padding: 8px 12px;
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border-bottom: 1px solid var(--border-light); overflow-x: auto; -webkit-overflow-scrolling: touch;
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}
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.filter-chip {
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display: inline-flex; align-items: center; gap: 5px; padding: 3px 10px;
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border-radius: 100px; font-size: 0.74rem; font-weight: 500; color: var(--text-secondary);
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background: var(--bg); border: 1px solid var(--border); cursor: pointer;
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transition: all var(--transition); white-space: nowrap; user-select: none;
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}
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.filter-chip:hover { border-color: var(--accent); color: var(--text); }
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.filter-chip.active { background: var(--accent); border-color: var(--accent); color: #fff; }
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.filter-chip .dot { width: 7px; height: 7px; border-radius: 50%; }
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.table-scroll { overflow-x: auto; -webkit-overflow-scrolling: touch; max-height: 78vh; }
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table { width: 100%; border-collapse: collapse; font-size: 0.8rem; }
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thead { position: sticky; top: 0; z-index: 2; }
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th {
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background: #1c2129; padding: 6px 10px; text-align: left; font-weight: 600;
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font-size: 0.7rem; text-transform: uppercase; letter-spacing: 0.05em;
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color: var(--text-muted); border-bottom: 1px solid var(--border); white-space: nowrap;
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}
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td {
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padding: 5px 10px; border-bottom: 1px solid var(--border-light);
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transition: background var(--transition);
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line-height: 1.3;
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}
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tr:last-child td { border-bottom: none; }
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tbody tr { transition: background var(--transition); }
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.lb-row.hover td { background: var(--bg-warm); }
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.cell-rank { width: 38px; text-align: center; font-weight: 700; color: var(--text-muted); font-size: 0.78rem; }
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.cell-rank .medal { font-size: 1rem; }
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.cell-rank.rank-1 { color: #ffd700; }
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.cell-rank.rank-2 { color: #c0c0c0; }
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.cell-rank.rank-3 { color: #cd7f32; }
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| 319 |
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.cell-model { min-width: 140px; }
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.model-name { font-weight: 600; letter-spacing: -0.01em; font-size: 0.82rem; }
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.model-params { font-size: 0.7rem; color: var(--text-muted); margin-top: 1px; }
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.org-tag {
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display: inline-flex; align-items: center; gap: 4px; padding: 1px 7px;
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border-radius: 4px; font-size: 0.7rem; font-weight: 600; white-space: nowrap;
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}
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.org-tag .org-dot { width: 6px; height: 6px; border-radius: 50%; }
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::-webkit-scrollbar-track { background: transparent; }
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::-webkit-scrollbar-thumb { background: var(--border); border-radius: 100px; }
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.shell { padding: 1rem; }
|
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.stat-row { grid-template-columns: repeat(2, 1fr); }
|
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.welcome h1 { font-size: 1.4rem; }
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table { font-size: 0.76rem; }
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th, td { padding: 7px 8px; }
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}
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| 437 |
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<div class="modal-card">
|
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<span class="close-btn" onclick="closeModal()">×</span>
|
| 439 |
-
<h3>Agree to Terms</h3>
|
| 440 |
-
<p>Before submitting your model, please confirm that you agree to the following terms:</p>
|
| 441 |
-
<ul>
|
| 442 |
-
<li>Your model uses acc_norm for evaluation.</li>
|
| 443 |
-
<li>For WikiText-2 benchmarks, you have used byte perplexity.</li>
|
| 444 |
-
</ul>
|
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<button id="modalAgreeBtn" class="cta-btn">I Agree</button>
|
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<button id="modalCancelBtn" class="cta-btn" style="margin-left:10px;background:var(--border);color:var(--text);">Cancel</button>
|
| 447 |
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</div>
|
| 448 |
-
</div>
|
| 449 |
-
|
| 450 |
-
<div class="welcome anim">
|
| 451 |
-
<h1>Tiny-ML Leaderboard</h1>
|
| 452 |
-
<p>Sub-150M parameter language models, same eval harness, transparent methodology.</p>
|
| 453 |
-
</div>
|
| 454 |
-
<div class="stat-row anim d1" id="stat-row"></div>
|
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<div class="info-banner anim d2">
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<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"><circle cx="12" cy="12" r="10"/><line x1="12" y1="16" x2="12" y2="12"/><line x1="12" y1="8" x2="12.01" y2="8"/></svg>
|
| 457 |
-
<div>
|
| 458 |
-
<strong>Why this exists.</strong> The community deserves a single place to compare tiny LMs fairly.
|
| 459 |
-
We include every model with verifiable benchmarks — ours, our competitors', yours.
|
| 460 |
-
<a href="https://huggingface.co/spaces/Glint-Research/Tiny-ML-Leaderboard/discussions" target="_blank">Submit a model via PR.</a>
|
| 461 |
-
</div>
|
| 462 |
-
</div>
|
| 463 |
-
<div class="info-banner anim d2 clickable" id="unknown-banner" onclick="toggleUnknownBanner()">
|
| 464 |
-
<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"><path d="M12 2L2 7l10 5 10-5-10-5z"/><path d="M2 17l10 5 10-5"/><path d="M2 12l10 5 10-5"/></svg>
|
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<div style="flex:1">
|
| 466 |
-
<div style="display:flex;align-items:center;gap:4px;flex-wrap:wrap">
|
| 467 |
-
<strong>Unknown org?</strong>
|
| 468 |
-
<span>The "Unknown" tag is for model makers submitting their model ahead of official release.</span>
|
| 469 |
-
<span>If that's you — DM <strong>glintresearch</strong> on Discord.</span>
|
| 470 |
-
<span class="banner-hint" id="banner-hint">▼</span>
|
| 471 |
-
</div>
|
| 472 |
-
<div class="banner-expand" id="banner-expand">
|
| 473 |
-
<div class="banner-expand-inner">
|
| 474 |
-
Model makers can submit their model's benchmarks before the official release so it appears on the leaderboard immediately when announced. The <strong>Unknown</strong> tag is temporary — once you DM <strong>glintresearch</strong> on Discord we can update it to your organization name and color.
|
| 475 |
-
</div>
|
| 476 |
-
</div>
|
| 477 |
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</div>
|
| 478 |
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</div>
|
| 479 |
-
|
| 480 |
-
<div class="section anim d3" id="table-section">
|
| 481 |
-
<div class="section-head">
|
| 482 |
-
<h2>Detailed Results</h2>
|
| 483 |
-
<div class="head-right">
|
| 484 |
-
<span class="badge" id="model-count-badge"></span>
|
| 485 |
-
<div class="sort-control">
|
| 486 |
-
<span>Sort</span>
|
| 487 |
-
<select id="sort-select" aria-label="Sort leaderboard by">
|
| 488 |
-
<option value="efficiency">Efficiency ⚡</option>
|
| 489 |
-
<option value="score">Overall Score</option>
|
| 490 |
-
<option value="wiki">WikiText-2 byte_ppl</option>
|
| 491 |
-
<option value="blimp">BLiMP</option>
|
| 492 |
-
<option value="arc">ARC-Easy</option>
|
| 493 |
-
<option value="params">Parameters</option>
|
| 494 |
-
<option value="date">Release Date</option>
|
| 495 |
-
</select>
|
| 496 |
-
</div>
|
| 497 |
-
</div>
|
| 498 |
-
</div>
|
| 499 |
-
<div class="table-wrap">
|
| 500 |
-
<div class="table-toolbar" id="org-filters"></div>
|
| 501 |
-
<div class="table-scroll">
|
| 502 |
-
<table>
|
| 503 |
-
<thead>
|
| 504 |
-
<tr>
|
| 505 |
-
<th>#</th>
|
| 506 |
-
<th>Model</th>
|
| 507 |
-
<th>Org</th>
|
| 508 |
-
<th>Params</th>
|
| 509 |
-
<th class="cell-metric">Eff. ⚡</th>
|
| 510 |
-
<th class="cell-metric">WikiText-2 byte_ppl ↓</th>
|
| 511 |
-
<th class="cell-metric">BLiMP ↑</th>
|
| 512 |
-
<th class="cell-metric">ARC-Easy ↑</th>
|
| 513 |
-
<th>Training Tokens</th>
|
| 514 |
-
<th>Released</th>
|
| 515 |
-
<th>Links</th>
|
| 516 |
-
</tr>
|
| 517 |
-
</thead>
|
| 518 |
-
<tbody id="leaderboard-body"></tbody>
|
| 519 |
-
</table>
|
| 520 |
-
</div>
|
| 521 |
-
</div>
|
| 522 |
-
</div>
|
| 523 |
-
<div class="section anim d4" id="timeline-section">
|
| 524 |
-
<div class="section-head">
|
| 525 |
-
<h2>Model Release Timeline</h2>
|
| 526 |
-
<span class="badge">Most recent first</span>
|
| 527 |
-
</div>
|
| 528 |
-
<div class="timeline" id="timeline-list"></div>
|
| 529 |
-
</div>
|
| 530 |
-
<div class="section anim d5" id="charts-section">
|
| 531 |
-
<div class="section-head"><h2>Benchmark Overview</h2></div>
|
| 532 |
-
<div class="legend-bar" id="legend-bar"></div>
|
| 533 |
-
<div class="chart-grid">
|
| 534 |
-
<div class="chart-card">
|
| 535 |
-
<h3>BLiMP ↑</h3>
|
| 536 |
-
<p class="chart-sub">Higher is better</p>
|
| 537 |
-
<canvas id="blimpChart"></canvas>
|
| 538 |
-
</div>
|
| 539 |
-
<div class="chart-card">
|
| 540 |
-
<h3>ARC-Easy ↑</h3>
|
| 541 |
-
<p class="chart-sub">Higher is better</p>
|
| 542 |
-
<canvas id="arcChart"></canvas>
|
| 543 |
-
</div>
|
| 544 |
-
<div class="chart-card full wiki-bubble-wrap">
|
| 545 |
-
<h3>WikiText-2 Byte-Level Perplexity ↓</h3>
|
| 546 |
-
<p class="chart-sub">Lower is better · byte_ppl = exp(−loglik / total_bytes) · bubble size = perplexity (smaller bubble = better)</p>
|
| 547 |
-
<canvas id="wikiChart"></canvas>
|
| 548 |
-
<div class="wiki-custom-tooltip" id="wikiTooltip">
|
| 549 |
-
<div class="tt-name"></div>
|
| 550 |
-
<div class="tt-val"></div>
|
| 551 |
-
</div>
|
| 552 |
-
</div>
|
| 553 |
-
</div>
|
| 554 |
-
</div>
|
| 555 |
-
<div class="section anim d6">
|
| 556 |
-
<div class="section-head">
|
| 557 |
-
<h2>Model Efficiency</h2>
|
| 558 |
-
<span class="badge">Leaderboard Score vs Params</span>
|
| 559 |
-
</div>
|
| 560 |
-
<div class="chart-grid">
|
| 561 |
-
<div class="chart-card full">
|
| 562 |
-
<h3>Parameters vs Leaderboard Score</h3>
|
| 563 |
-
<p class="chart-sub">Scatter of each model's overall score vs its parameter count. Points above the dashed threshold line are ≥1σ above the trend. Top 3 marked.</p>
|
| 564 |
-
<canvas id="efficiencyChart" style="max-height:400px"></canvas>
|
| 565 |
-
<div class="eff-note">
|
| 566 |
-
<span><span class="line-sample" style="border-top:2px dashed rgba(255,200,0,0.4)"></span> Avg trend</span>
|
| 567 |
-
<span><span class="line-sample" style="border-top:2px dashed rgba(255,200,0,0.8)"></span> High-efficiency threshold</span>
|
| 568 |
-
<span><span class="line-sample" style="background:rgba(255,230,0,0.1);height:8px"></span> Outperforming zone</span>
|
| 569 |
-
</div>
|
| 570 |
-
</div>
|
| 571 |
-
<div class="chart-card full">
|
| 572 |
-
<h3>Models Released by Org</h3>
|
| 573 |
-
<canvas id="orgCountChart" style="max-height:260px"></canvas>
|
| 574 |
-
</div>
|
| 575 |
-
</div>
|
| 576 |
-
</div>
|
| 577 |
-
<footer>
|
| 578 |
-
Tiny-ML Leaderboard by <a href="https://huggingface.co/Glint-Research">Glint Research</a>.
|
| 579 |
-
Not affiliated with SupraLabs or LH-Tech-AI.
|
| 580 |
-
All benchmark data is self-reported by model authors unless otherwise noted.
|
| 581 |
-
</footer>
|
| 582 |
-
</div>
|
| 583 |
-
</div>
|
| 584 |
-
<script>
|
| 585 |
-
const models = [
|
| 586 |
-
{
|
| 587 |
-
name: "MicroSupra-1k",
|
| 588 |
-
org: "supralabs",
|
| 589 |
-
params: "1K",
|
| 590 |
-
blimp: 58.61,
|
| 591 |
-
arc: 26.39,
|
| 592 |
-
wiki: 11.27,
|
| 593 |
-
tokens: "—",
|
| 594 |
-
releaseDate: "2026-05-13",
|
| 595 |
-
links: {
|
| 596 |
-
card: "https://huggingface.co/SupraLabs/MicroSupra-1k"
|
| 597 |
-
}
|
| 598 |
-
},
|
| 599 |
-
{
|
| 600 |
-
name: "Glint-0.1",
|
| 601 |
-
org: "glintresearch",
|
| 602 |
-
params: "1M",
|
| 603 |
-
blimp: 46.7,
|
| 604 |
-
arc: 21,
|
| 605 |
-
wiki: 4106963.13,
|
| 606 |
-
tokens: "~100M",
|
| 607 |
-
releaseDate: "2026-03-09",
|
| 608 |
-
links: {
|
| 609 |
-
card: "https://huggingface.co/Glint-Research/Glint-0.1"
|
| 610 |
-
}
|
| 611 |
-
},
|
| 612 |
-
{
|
| 613 |
-
name: "Supra-Mini-v2",
|
| 614 |
-
org: "supralabs",
|
| 615 |
-
params: "168K",
|
| 616 |
-
blimp: 53.5,
|
| 617 |
-
arc: 26.8,
|
| 618 |
-
wiki: 7.79,
|
| 619 |
-
tokens: "—",
|
| 620 |
-
releaseDate: "2026-05-12",
|
| 621 |
-
links: {
|
| 622 |
-
card: "https://huggingface.co/SupraLabs/Supra-Mini-v2-0.1M"
|
| 623 |
-
}
|
| 624 |
-
},
|
| 625 |
-
{
|
| 626 |
-
name: "Glint-0.2",
|
| 627 |
-
org: "glintresearch",
|
| 628 |
-
params: "1M",
|
| 629 |
-
blimp: 49.8,
|
| 630 |
-
arc: 27,
|
| 631 |
-
wiki: 636.4,
|
| 632 |
-
tokens: "~100M",
|
| 633 |
-
releaseDate: "2026-03-22",
|
| 634 |
-
links: {
|
| 635 |
-
card: "https://huggingface.co/Glint-Research/Glint-0.2"
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| 639 |
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| 640 |
-
org: "glintresearch",
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| 641 |
-
params: "1M",
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| 642 |
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blimp: 47.3,
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| 643 |
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card: "https://huggingface.co/Glint-Research/Glint-0.3"
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| 652 |
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| 653 |
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org: "mihaipopa",
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| 654 |
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| 658 |
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card: "https://huggingface.co/MihaiPopa-1/CinnabarLM-1.4M-Base"
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| 665 |
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| 666 |
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org: "glintresearch",
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card: "https://huggingface.co/Glint-Research/Glint-0.4"
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| 693 |
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| 705 |
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| 718 |
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| 719 |
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| 1006 |
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org: "ivmelabs",
|
| 1020 |
-
params: "22.03M",
|
| 1021 |
-
blimp: 61.4,
|
| 1022 |
-
arc: 30.85,
|
| 1023 |
-
wiki: 3.14,
|
| 1024 |
-
tokens: "~1.57B",
|
| 1025 |
-
releaseDate: "2026-06-05",
|
| 1026 |
-
links: {
|
| 1027 |
-
card: "https://huggingface.co/IvmeLabs/Ivme-Conversate-22M-Base"
|
| 1028 |
-
}
|
| 1029 |
-
},
|
| 1030 |
-
{
|
| 1031 |
-
name: "kirk-tung",
|
| 1032 |
-
org: "rtc",
|
| 1033 |
-
params: "53.1M",
|
| 1034 |
-
blimp: 72.81,
|
| 1035 |
-
arc: 30.3,
|
| 1036 |
-
wiki: 2.38,
|
| 1037 |
-
tokens: "1.1B",
|
| 1038 |
-
releaseDate: "2026-06-09",
|
| 1039 |
-
links: {
|
| 1040 |
-
card: "https://huggingface.co/rtc2022/kirk-tung"
|
| 1041 |
-
}
|
| 1042 |
-
},
|
| 1043 |
-
{
|
| 1044 |
-
name: "Supra-Mini-0.1M",
|
| 1045 |
-
org: "supralabs",
|
| 1046 |
-
params: "117K",
|
| 1047 |
-
blimp: 51.77,
|
| 1048 |
-
arc: 26.39,
|
| 1049 |
-
wiki: 25.17,
|
| 1050 |
-
tokens: "500M",
|
| 1051 |
-
releaseDate: "2026-05-18",
|
| 1052 |
-
links: {
|
| 1053 |
-
card: "https://huggingface.co/SupraLabs/Supra-Mini-0.1M"
|
| 1054 |
-
}
|
| 1055 |
-
},
|
| 1056 |
-
{
|
| 1057 |
-
name: "Supra-50M-Base",
|
| 1058 |
-
org: "supralabs",
|
| 1059 |
-
params: "51.8M",
|
| 1060 |
-
blimp: 76.3,
|
| 1061 |
-
arc: 46.0,
|
| 1062 |
-
wiki: 2.04,
|
| 1063 |
-
tokens: "20B",
|
| 1064 |
-
releaseDate: "2026-05-27",
|
| 1065 |
-
links: {
|
| 1066 |
-
card: "https://huggingface.co/SupraLabs/Supra-50M-Base"
|
| 1067 |
-
}
|
| 1068 |
-
},
|
| 1069 |
-
{
|
| 1070 |
-
name: "Supra-50M-Reasoning",
|
| 1071 |
-
org: "supralabs",
|
| 1072 |
-
params: "51.8M",
|
| 1073 |
-
blimp: 64.14,
|
| 1074 |
-
arc: 45.16,
|
| 1075 |
-
wiki: 2.6,
|
| 1076 |
-
tokens: "20B",
|
| 1077 |
-
releaseDate: "2026-06-04",
|
| 1078 |
-
links: {
|
| 1079 |
-
card: "https://huggingface.co/SupraLabs/Supra-50M-Reasoning",
|
| 1080 |
-
demo: "https://huggingface.co/spaces/SupraLabs/Supra-50M-Reasoning-Demo"
|
| 1081 |
-
}
|
| 1082 |
-
},
|
| 1083 |
-
{
|
| 1084 |
-
name: "Escarda-86M-Base",
|
| 1085 |
-
org: "quazim0t0",
|
| 1086 |
-
params: "85.7M",
|
| 1087 |
-
blimp: 71.44,
|
| 1088 |
-
arc: 38.01,
|
| 1089 |
-
wiki: 2.2228,
|
| 1090 |
-
tokens: "~20B",
|
| 1091 |
-
releaseDate: "2026-05-22",
|
| 1092 |
-
links: {
|
| 1093 |
-
card: "https://huggingface.co/Quazim0t0/Escarda-86M-Base",
|
| 1094 |
-
discussion: "https://huggingface.co/spaces/Glint-Research/Tiny-ML-Leaderboard/discussions/21"
|
| 1095 |
-
}
|
| 1096 |
-
},
|
| 1097 |
-
{
|
| 1098 |
-
name: "KeyLM-75M",
|
| 1099 |
-
org: "minimalabs",
|
| 1100 |
-
params: "75M",
|
| 1101 |
-
blimp: 76.10,
|
| 1102 |
-
arc: 35.65,
|
| 1103 |
-
wiki: 2.08,
|
| 1104 |
-
tokens: "~18B",
|
| 1105 |
-
releaseDate: "2026-05-29",
|
| 1106 |
-
links: {
|
| 1107 |
-
card: "https://huggingface.co/MinimaLabs/KeyLM-75M"
|
| 1108 |
-
}
|
| 1109 |
-
|
| 1110 |
-
},
|
| 1111 |
-
{
|
| 1112 |
-
name: "KeyLM-75M-Instruct",
|
| 1113 |
-
org: "minimalabs",
|
| 1114 |
-
params: "75M",
|
| 1115 |
-
blimp: 76.02,
|
| 1116 |
-
arc: 39.10,
|
| 1117 |
-
wiki: 2.17,
|
| 1118 |
-
tokens: "~18B",
|
| 1119 |
-
releaseDate: "2026-05-29",
|
| 1120 |
-
links: {
|
| 1121 |
-
card: "https://huggingface.co/MinimaLabs/KeyLM-75M-Instruct",
|
| 1122 |
-
base: "https://huggingface.co/MinimaLabs/KeyLM-75M"
|
| 1123 |
-
}
|
| 1124 |
-
},
|
| 1125 |
-
{
|
| 1126 |
-
name: "Glimmer 1",
|
| 1127 |
-
org: "glintresearch",
|
| 1128 |
-
params: "11.9K",
|
| 1129 |
-
blimp: 52.43,
|
| 1130 |
-
arc: 25.46,
|
| 1131 |
-
wiki: 14.73,
|
| 1132 |
-
tokens: "500K",
|
| 1133 |
-
releaseDate: "2026-06-16",
|
| 1134 |
-
links: {
|
| 1135 |
-
card: "https://huggingface.co/Glint-Research/Glimmer-1-Base"
|
| 1136 |
-
}
|
| 1137 |
-
},
|
| 1138 |
-
{
|
| 1139 |
-
name: "Echo88-150M-Instruct",
|
| 1140 |
-
org: "exnivo",
|
| 1141 |
-
params: "150M",
|
| 1142 |
-
blimp: 72.67,
|
| 1143 |
-
arc: 31.40,
|
| 1144 |
-
wiki: 2.45,
|
| 1145 |
-
tokens: "~1.47B",
|
| 1146 |
-
releaseDate: "2026-05-05",
|
| 1147 |
-
links: {
|
| 1148 |
-
card: "https://huggingface.co/exnivo/Echo88-150M-Instruct"
|
| 1149 |
-
}
|
| 1150 |
-
},
|
| 1151 |
-
{
|
| 1152 |
-
name: "Byrne-86M-Base",
|
| 1153 |
-
org: "quazim0t0",
|
| 1154 |
-
params: "86M",
|
| 1155 |
-
blimp: 73.56,
|
| 1156 |
-
arc: 39.31,
|
| 1157 |
-
wiki: 2.3753,
|
| 1158 |
-
tokens: "—",
|
| 1159 |
-
releaseDate: "2026-06-18",
|
| 1160 |
-
links: {
|
| 1161 |
-
card: "https://huggingface.co/Quazim0t0/Byrne-86M-Base",
|
| 1162 |
-
base: "https://huggingface.co/Quazim0t0/Byrne-86M"
|
| 1163 |
-
}
|
| 1164 |
-
},
|
| 1165 |
-
{
|
| 1166 |
-
name: "Byrne-86M",
|
| 1167 |
-
org: "quazim0t0",
|
| 1168 |
-
params: "86M",
|
| 1169 |
-
blimp: 70.33,
|
| 1170 |
-
arc: 34.68,
|
| 1171 |
-
wiki: 2.6839,
|
| 1172 |
-
tokens: "—",
|
| 1173 |
-
releaseDate: "2026-06-18",
|
| 1174 |
-
links: {
|
| 1175 |
-
card: "https://huggingface.co/Quazim0t0/Byrne-86M",
|
| 1176 |
-
base: "https://huggingface.co/Quazim0t0/Byrne-86M-Base"
|
| 1177 |
-
}
|
| 1178 |
-
},
|
| 1179 |
-
{
|
| 1180 |
-
name: "Blink-1-Base",
|
| 1181 |
-
org: "glintresearch",
|
| 1182 |
-
params: "1.09K",
|
| 1183 |
-
blimp: 52.84,
|
| 1184 |
-
arc: 26.60,
|
| 1185 |
-
wiki: 71.35,
|
| 1186 |
-
tokens: "100B",
|
| 1187 |
-
releaseDate: "2026-06-21",
|
| 1188 |
-
links: {
|
| 1189 |
-
card: "https://huggingface.co/Glint-Research/Blink-1-Base"
|
| 1190 |
-
}
|
| 1191 |
-
},
|
| 1192 |
-
{
|
| 1193 |
-
name: "Blink-1-Instruct",
|
| 1194 |
-
org: "glintresearch",
|
| 1195 |
-
params: "1.09K",
|
| 1196 |
-
blimp: 52.46,
|
| 1197 |
-
arc: 26.80,
|
| 1198 |
-
wiki: 70.44,
|
| 1199 |
-
tokens: "100B",
|
| 1200 |
-
releaseDate: "2026-06-21",
|
| 1201 |
-
links: {
|
| 1202 |
-
card: "https://huggingface.co/Glint-Research/Blink-1-Base",
|
| 1203 |
-
base: "https://huggingface.co/Glint-Research/Blink-1-Base"
|
| 1204 |
-
}
|
| 1205 |
-
},
|
| 1206 |
-
{
|
| 1207 |
-
name: "Dumb-1.2-Preview-0625",
|
| 1208 |
-
org: "56m",
|
| 1209 |
-
params: "34.6M",
|
| 1210 |
-
blimp: 64.05,
|
| 1211 |
-
arc: 32.79,
|
| 1212 |
-
wiki: 2.875,
|
| 1213 |
-
tokens: "~115~165M",
|
| 1214 |
-
releaseDate: "2026-06-25",
|
| 1215 |
-
links: {
|
| 1216 |
-
card: "https://huggingface.co/56m/Dumb-1.2-Preview-0625"
|
| 1217 |
-
}
|
| 1218 |
-
},
|
| 1219 |
-
{
|
| 1220 |
-
name: "Dumb-1.2-RC1",
|
| 1221 |
-
org: "56m",
|
| 1222 |
-
params: "34.6M",
|
| 1223 |
-
blimp: 64.87,
|
| 1224 |
-
arc: 34.13,
|
| 1225 |
-
wiki: 2.838,
|
| 1226 |
-
tokens: "210M",
|
| 1227 |
-
releaseDate: "2026-06-28",
|
| 1228 |
-
links: {
|
| 1229 |
-
card: "https://huggingface.co/56m/Dumb-1.2-RC1"
|
| 1230 |
-
}
|
| 1231 |
-
},
|
| 1232 |
-
{
|
| 1233 |
-
name: "GPT-X2-125M",
|
| 1234 |
-
org: "axiomiclabs",
|
| 1235 |
-
params: "125M",
|
| 1236 |
-
blimp: 81.28,
|
| 1237 |
-
arc: 57.07,
|
| 1238 |
-
wiki: 1.86,
|
| 1239 |
-
tokens: "75B",
|
| 1240 |
-
releaseDate: "2026-04-22",
|
| 1241 |
-
links: {
|
| 1242 |
-
card: "https://huggingface.co/AxiomicLabs/GPT-X2-125M"
|
| 1243 |
-
}
|
| 1244 |
-
},
|
| 1245 |
-
{
|
| 1246 |
-
name: "Unknown-2026-0628",
|
| 1247 |
-
org: "unknown",
|
| 1248 |
-
params: "34.6M",
|
| 1249 |
-
blimp: 64.28,
|
| 1250 |
-
arc: 32.09,
|
| 1251 |
-
wiki: 2.872,
|
| 1252 |
-
tokens: "—",
|
| 1253 |
-
links: {}
|
| 1254 |
-
},
|
| 1255 |
-
{
|
| 1256 |
-
name: "TinyMoE-100m-2x8",
|
| 1257 |
-
org: "flamef0x",
|
| 1258 |
-
params: "99.8M",
|
| 1259 |
-
blimp: 61.13,
|
| 1260 |
-
arc: 25.88,
|
| 1261 |
-
wiki: 3.878,
|
| 1262 |
-
tokens: "~625M",
|
| 1263 |
-
releaseDate: "2026-06-15",
|
| 1264 |
-
links: {
|
| 1265 |
-
card: "https://huggingface.co/FlameF0X/TinyMoE-100m-2x8"
|
| 1266 |
-
}
|
| 1267 |
-
},
|
| 1268 |
-
{
|
| 1269 |
-
name: "TinyMoE-100m-2x8-retrained",
|
| 1270 |
-
org: "flamef0x",
|
| 1271 |
-
params: "99.8M",
|
| 1272 |
-
blimp: 66.01,
|
| 1273 |
-
arc: 33.88,
|
| 1274 |
-
wiki: 2.879,
|
| 1275 |
-
tokens: "—",
|
| 1276 |
-
releaseDate: "2026-07-05",
|
| 1277 |
-
links: {
|
| 1278 |
-
card: "https://huggingface.co/FlameF0X/TinyMoE-100m-2x8-retrained"
|
| 1279 |
-
}
|
| 1280 |
-
},
|
| 1281 |
-
{
|
| 1282 |
-
name: "SRLM-1M",
|
| 1283 |
-
org: "martico2432",
|
| 1284 |
-
params: "904k",
|
| 1285 |
-
blimp: 53.1,
|
| 1286 |
-
arc: 28.66,
|
| 1287 |
-
wiki: 4.455,
|
| 1288 |
-
tokens: "~16M",
|
| 1289 |
-
releaseDate: "2026-07-04",
|
| 1290 |
-
links: {
|
| 1291 |
-
card: "https://huggingface.co/Martico2432/srlm-1m"
|
| 1292 |
-
}
|
| 1293 |
-
},
|
| 1294 |
-
{
|
| 1295 |
-
name: "CreekwardGoat-500K",
|
| 1296 |
-
org: "wonderfulmonkey",
|
| 1297 |
-
params: "500k",
|
| 1298 |
-
blimp: 60.61,
|
| 1299 |
-
arc: 30.35,
|
| 1300 |
-
wiki: 4.1228,
|
| 1301 |
-
tokens: "300M",
|
| 1302 |
-
releaseDate: "2026-07-16",
|
| 1303 |
-
links: {
|
| 1304 |
-
card: "https://huggingface.co/wonderfulmonkey/CreekwardGoat-500K"
|
| 1305 |
-
}
|
| 1306 |
-
},
|
| 1307 |
-
{
|
| 1308 |
-
name: "Ivme-Conversate-v2-Base",
|
| 1309 |
-
org: "ivmelabs",
|
| 1310 |
-
params: "23.85M",
|
| 1311 |
-
blimp: 75.09,
|
| 1312 |
-
arc: 39.98,
|
| 1313 |
-
wiki: 2.2250,
|
| 1314 |
-
tokens: "~12.85B",
|
| 1315 |
-
releaseDate: "2026-07-07",
|
| 1316 |
-
links: {
|
| 1317 |
-
card: "https://huggingface.co/IvmeLabs/Ivme-Conversate-v2-Base",
|
| 1318 |
-
demo: "https://huggingface.co/spaces/IvmeLabs/Ivme-Conversate-Demo"
|
| 1319 |
-
}
|
| 1320 |
-
},
|
| 1321 |
-
|
| 1322 |
-
];
|
| 1323 |
-
|
| 1324 |
-
const orgNameMap = {
|
| 1325 |
-
glintresearch: 'Glint Research',
|
| 1326 |
-
supralabs: 'SupraLabs',
|
| 1327 |
-
axiomiclabs: 'Axiomic Labs',
|
| 1328 |
-
mihaipopa: 'Mihai Popa',
|
| 1329 |
-
cromia: 'CromIA',
|
| 1330 |
-
wop: 'wop',
|
| 1331 |
-
GODELEV: 'GODELEV',
|
| 1332 |
-
finnianx: 'finnianx',
|
| 1333 |
-
ivmelabs: 'IvmeLabs',
|
| 1334 |
-
rtc: 'RTC',
|
| 1335 |
-
huggingface: 'HuggingFace',
|
| 1336 |
-
facebook: 'Meta',
|
| 1337 |
-
openai: 'OpenAI',
|
| 1338 |
-
eleutherai: 'EleutherAI',
|
| 1339 |
-
stentor: 'StentorLabs',
|
| 1340 |
-
eclipsesenpai: 'Eclipse-Senpai',
|
| 1341 |
-
minimalabs: 'Minima Labs',
|
| 1342 |
-
sandroeth: 'Sandroeth',
|
| 1343 |
-
thingai: 'ThingAI',
|
| 1344 |
-
veyraai: 'veyra-ai',
|
| 1345 |
-
fromzero: 'FromZero',
|
| 1346 |
-
joelhenwang: 'joelhenwang',
|
| 1347 |
-
jhuclsp: 'JHU CLSP',
|
| 1348 |
-
liodonai: 'Liodon AI',
|
| 1349 |
-
smalldoge: 'SmallDoge',
|
| 1350 |
-
quazim0t0: 'Quazim0t0',
|
| 1351 |
-
small56ai: 'Small56.AI',
|
| 1352 |
-
lhtechai: 'LH-Tech-AI',
|
| 1353 |
-
harleyml: 'Harley ML',
|
| 1354 |
-
exnivo: 'Exnivo',
|
| 1355 |
-
'56m': '56m',
|
| 1356 |
-
unknown: 'Unknown',
|
| 1357 |
-
flamef0x: 'FlameF0X',
|
| 1358 |
-
martico2432: 'Martico2432',
|
| 1359 |
-
wonderfulmonkey: 'Wonderful Monkey'
|
| 1360 |
-
};
|
| 1361 |
-
|
| 1362 |
-
const colorMap = {
|
| 1363 |
-
glintresearch: '#3fb950',
|
| 1364 |
-
supralabs: '#58a6ff',
|
| 1365 |
-
axiomiclabs: '#c2b6ff',
|
| 1366 |
-
mihaipopa: '#93c6aa',
|
| 1367 |
-
cromia: '#d0d7de',
|
| 1368 |
-
wop: '#ff9b50',
|
| 1369 |
-
GODELEV: '#1a56db',
|
| 1370 |
-
finnianx: '#06b6d4',
|
| 1371 |
-
ivmelabs: '#ff0000',
|
| 1372 |
-
rtc: '#e8a87c',
|
| 1373 |
-
huggingface: '#ffcc00',
|
| 1374 |
-
facebook: '#1877f2',
|
| 1375 |
-
openai: '#10a37f',
|
| 1376 |
-
eleutherai: '#ef4444',
|
| 1377 |
-
stentor: '#ff6bcb',
|
| 1378 |
-
eclipsesenpai: '#06b6d4',
|
| 1379 |
-
minimalabs: '#4961e6',
|
| 1380 |
-
sandroeth: '#84cc16',
|
| 1381 |
-
thingai: '#b45309',
|
| 1382 |
-
veyraai: '#d45672',
|
| 1383 |
-
fromzero: '#d2b48c',
|
| 1384 |
-
joelhenwang: '#9ca3af',
|
| 1385 |
-
jhuclsp: '#2563eb',
|
| 1386 |
-
liodonai: '#6366f1',
|
| 1387 |
-
smalldoge: '#ec4899',
|
| 1388 |
-
quazim0t0: '#0ea5e9',
|
| 1389 |
-
small56ai: '#22c55e',
|
| 1390 |
-
lhtechai: '#f97316',
|
| 1391 |
-
exnivo: '#8B4513',
|
| 1392 |
-
unknown: '#fbbf24',
|
| 1393 |
-
'56m': '#a855f7',
|
| 1394 |
-
flamef0x: '#cc5218',
|
| 1395 |
-
martico2432: '#6cf01a',
|
| 1396 |
-
wonderfulmonkey: '#f0f8ff'
|
| 1397 |
-
};
|
| 1398 |
-
|
| 1399 |
-
const bgMap = {};
|
| 1400 |
-
Object.keys(colorMap).forEach(k => {
|
| 1401 |
-
const c = colorMap[k];
|
| 1402 |
-
const r = parseInt(c.slice(1, 3), 16);
|
| 1403 |
-
const g = parseInt(c.slice(3, 5), 16);
|
| 1404 |
-
const b = parseInt(c.slice(5, 7), 16);
|
| 1405 |
-
bgMap[k] = `rgba(${r},${g},${b},0.7)`;
|
| 1406 |
-
});
|
| 1407 |
-
|
| 1408 |
-
function parseParams(s) {
|
| 1409 |
-
if (!s || typeof s !== 'string') return NaN;
|
| 1410 |
-
const u = s.toUpperCase().replace(/,/g, '');
|
| 1411 |
-
if (u.endsWith('B')) return parseFloat(u) * 1e9;
|
| 1412 |
-
if (u.endsWith('M')) return parseFloat(u) * 1e6;
|
| 1413 |
-
if (u.endsWith('K')) return parseFloat(u) * 1e3;
|
| 1414 |
-
return parseFloat(u) || NaN;
|
| 1415 |
-
}
|
| 1416 |
-
|
| 1417 |
-
const WIKI_PPL_CAP = 500;
|
| 1418 |
-
const wikiScoreLogs = models
|
| 1419 |
-
.filter(m => m.wiki !== null && typeof m.wiki === 'number' && m.wiki > 0)
|
| 1420 |
-
.map(m => Math.log(Math.min(m.wiki, WIKI_PPL_CAP)));
|
| 1421 |
-
const wikiMinLog = Math.min(...wikiScoreLogs);
|
| 1422 |
-
const wikiMaxLog = Math.max(...wikiScoreLogs);
|
| 1423 |
-
|
| 1424 |
-
function getWikiScore(m) {
|
| 1425 |
-
if (m.wiki === null || typeof m.wiki !== 'number' || m.wiki <= 0 || wikiMinLog === wikiMaxLog) return null;
|
| 1426 |
-
const cappedLog = Math.log(Math.min(m.wiki, WIKI_PPL_CAP));
|
| 1427 |
-
const normalized = 1 - ((cappedLog - wikiMinLog) / (wikiMaxLog - wikiMinLog));
|
| 1428 |
-
return Math.max(0, Math.min(1, normalized)) * 100;
|
| 1429 |
-
}
|
| 1430 |
-
|
| 1431 |
-
function getScore(m) {
|
| 1432 |
-
const wikiScore = getWikiScore(m);
|
| 1433 |
-
const hasBlimp = typeof m.blimp === 'number';
|
| 1434 |
-
const hasArc = typeof m.arc === 'number';
|
| 1435 |
-
const hasWiki = wikiScore !== null;
|
| 1436 |
-
if (!hasBlimp && !hasArc && !hasWiki) return -1;
|
| 1437 |
-
const blimpScore = hasBlimp ? m.blimp : 0;
|
| 1438 |
-
const arcScore = hasArc ? m.arc : 0;
|
| 1439 |
-
const wikiVal = hasWiki ? wikiScore : 0;
|
| 1440 |
-
return (blimpScore + arcScore + wikiVal) / 3;
|
| 1441 |
-
}
|
| 1442 |
-
|
| 1443 |
-
function getEfficiencyScore(m) {
|
| 1444 |
-
const score = getScore(m);
|
| 1445 |
-
if (score <= 0) return -1;
|
| 1446 |
-
return score;
|
| 1447 |
-
}
|
| 1448 |
-
|
| 1449 |
-
function orgTint(orgKey, alpha) {
|
| 1450 |
-
const c = colorMap[orgKey];
|
| 1451 |
-
const r = parseInt(c.slice(1, 3), 16);
|
| 1452 |
-
const g = parseInt(c.slice(3, 5), 16);
|
| 1453 |
-
const b = parseInt(c.slice(5, 7), 16);
|
| 1454 |
-
return `rgba(${r},${g},${b},${alpha})`;
|
| 1455 |
-
}
|
| 1456 |
-
|
| 1457 |
-
const worstGreen = [255, 255, 255];
|
| 1458 |
-
const bestGreen = [63, 185, 80];
|
| 1459 |
-
|
| 1460 |
-
function getColor(value, min, max, lowerIsBetter, useLog = false) {
|
| 1461 |
-
if (value === null || isNaN(value) || min === max) return '';
|
| 1462 |
-
let v = value, mn = min, mx = max;
|
| 1463 |
-
if (useLog) { v = Math.log(v); mn = Math.log(mn); mx = Math.log(mx); }
|
| 1464 |
-
let p = (v - mn) / (mx - mn);
|
| 1465 |
-
if (lowerIsBetter) p = 1 - p;
|
| 1466 |
-
const a = Math.pow(Math.max(0, Math.min(1, p)), 2.5);
|
| 1467 |
-
const r = Math.round(worstGreen[0] + (bestGreen[0] - worstGreen[0]) * a);
|
| 1468 |
-
const g = Math.round(worstGreen[1] + (bestGreen[1] - worstGreen[1]) * a);
|
| 1469 |
-
const b = Math.round(worstGreen[2] + (bestGreen[2] - worstGreen[2]) * a);
|
| 1470 |
-
return `color:rgb(${r},${g},${b})`;
|
| 1471 |
-
}
|
| 1472 |
-
|
| 1473 |
-
/* ─── Stats ─── */
|
| 1474 |
-
|
| 1475 |
-
function renderStats() {
|
| 1476 |
-
const orgs = new Set(models.map(m => m.org));
|
| 1477 |
-
const blimps = models.filter(m => m.blimp).map(m => m.blimp);
|
| 1478 |
-
const arcs = models.filter(m => m.arc).map(m => m.arc);
|
| 1479 |
-
const bestB = Math.max(...blimps);
|
| 1480 |
-
const bestA = Math.max(...arcs);
|
| 1481 |
-
document.getElementById('stat-row').innerHTML = `
|
| 1482 |
-
<div class="stat-pill"><div class="label">Models</div><div class="value">${models.length}</div><div class="sub">On leaderboard</div></div>
|
| 1483 |
-
<div class="stat-pill"><div class="label">Organizations</div><div class="value">${orgs.size}</div><div class="sub">Contributing</div></div>
|
| 1484 |
-
<div class="stat-pill"><div class="label">Best BLiMP</div><div class="value" style="color:var(--green)">${bestB}%</div><div class="sub">${models.find(m => m.blimp === bestB).name}</div></div>
|
| 1485 |
-
<div class="stat-pill"><div class="label">Best ARC-E</div><div class="value" style="color:var(--green)">${bestA}%</div><div class="sub">${models.find(m => m.arc === bestA).name}</div></div>
|
| 1486 |
-
`;
|
| 1487 |
-
document.getElementById('model-count-badge').textContent = `${models.length} models`;
|
| 1488 |
-
}
|
| 1489 |
-
|
| 1490 |
-
/* ─── Filters ─── */
|
| 1491 |
-
|
| 1492 |
-
let activeFilter = 'all';
|
| 1493 |
-
let activeSort = 'efficiency';
|
| 1494 |
-
|
| 1495 |
-
const sortComparators = {
|
| 1496 |
-
score: (a, b) => getScore(b) - getScore(a),
|
| 1497 |
-
wiki: (a, b) => {
|
| 1498 |
-
if (a.wiki == null) return 1;
|
| 1499 |
-
if (b.wiki == null) return -1;
|
| 1500 |
-
return a.wiki - b.wiki;
|
| 1501 |
-
},
|
| 1502 |
-
blimp: (a, b) => {
|
| 1503 |
-
if (a.blimp == null) return 1;
|
| 1504 |
-
if (b.blimp == null) return -1;
|
| 1505 |
-
return b.blimp - a.blimp;
|
| 1506 |
-
},
|
| 1507 |
-
arc: (a, b) => {
|
| 1508 |
-
if (a.arc == null) return 1;
|
| 1509 |
-
if (b.arc == null) return -1;
|
| 1510 |
-
return b.arc - a.arc;
|
| 1511 |
-
},
|
| 1512 |
-
efficiency: (a, b) => getEfficiencyScore(b) - getEfficiencyScore(a),
|
| 1513 |
-
params: (a, b) => parseParams(a.params) - parseParams(b.params),
|
| 1514 |
-
date: (a, b) => {
|
| 1515 |
-
if (!a.releaseDate) return 1;
|
| 1516 |
-
if (!b.releaseDate) return -1;
|
| 1517 |
-
return new Date(b.releaseDate) - new Date(a.releaseDate);
|
| 1518 |
-
}
|
| 1519 |
-
};
|
| 1520 |
-
|
| 1521 |
-
function sizeBucket(params) {
|
| 1522 |
-
const n = parseParams(params);
|
| 1523 |
-
if (isNaN(n) || n < 1e6) return 'small';
|
| 1524 |
-
if (n < 1e7) return 'medium';
|
| 1525 |
-
return 'large';
|
| 1526 |
-
}
|
| 1527 |
-
|
| 1528 |
-
function matchesFilter(m) {
|
| 1529 |
-
if (activeFilter === 'all') return true;
|
| 1530 |
-
if (activeFilter === 'small' || activeFilter === 'medium' || activeFilter === 'large') {
|
| 1531 |
-
return sizeBucket(m.params) === activeFilter;
|
| 1532 |
-
}
|
| 1533 |
-
return m.org === activeFilter;
|
| 1534 |
-
}
|
| 1535 |
-
|
| 1536 |
-
function getFilteredModels() {
|
| 1537 |
-
return models.filter(matchesFilter);
|
| 1538 |
-
}
|
| 1539 |
-
|
| 1540 |
-
function setupSortControl() {
|
| 1541 |
-
const sel = document.getElementById('sort-select');
|
| 1542 |
-
if (!sel) return;
|
| 1543 |
-
sel.value = activeSort;
|
| 1544 |
-
sel.addEventListener('change', e => {
|
| 1545 |
-
activeSort = e.target.value;
|
| 1546 |
-
renderTable();
|
| 1547 |
-
});
|
| 1548 |
-
}
|
| 1549 |
-
|
| 1550 |
-
function renderFilteredViews() {
|
| 1551 |
-
renderTable();
|
| 1552 |
-
buildLegend();
|
| 1553 |
-
renderTimeline();
|
| 1554 |
-
buildBarChart('blimpChart', 'blimp', false);
|
| 1555 |
-
buildBarChart('arcChart', 'arc', false);
|
| 1556 |
-
buildWikiChart();
|
| 1557 |
-
buildEfficiencyChart();
|
| 1558 |
-
buildOrgCountChart();
|
| 1559 |
-
}
|
| 1560 |
-
|
| 1561 |
-
function buildFilters() {
|
| 1562 |
-
const tb = document.getElementById('org-filters');
|
| 1563 |
-
if (!tb) return;
|
| 1564 |
-
|
| 1565 |
-
const sizeChips = [
|
| 1566 |
-
{ key: 'all', label: 'All' },
|
| 1567 |
-
{ key: 'small', label: '< 1M' },
|
| 1568 |
-
{ key: 'medium', label: '1–10M' },
|
| 1569 |
-
{ key: 'large', label: '10M+' }
|
| 1570 |
-
];
|
| 1571 |
-
sizeChips.forEach(({ key, label }) => {
|
| 1572 |
-
const c = document.createElement('div');
|
| 1573 |
-
c.className = 'filter-chip' + (key === 'all' ? ' active' : '');
|
| 1574 |
-
c.dataset.filter = key;
|
| 1575 |
-
c.textContent = label;
|
| 1576 |
-
tb.appendChild(c);
|
| 1577 |
-
});
|
| 1578 |
-
|
| 1579 |
-
const sep = document.createElement('div');
|
| 1580 |
-
sep.className = 'tl-sep';
|
| 1581 |
-
tb.appendChild(sep);
|
| 1582 |
-
|
| 1583 |
-
const orgs = [...new Set(models.map(m => m.org))];
|
| 1584 |
-
orgs.forEach(org => {
|
| 1585 |
-
const c = document.createElement('div');
|
| 1586 |
-
c.className = 'filter-chip';
|
| 1587 |
-
c.dataset.filter = org;
|
| 1588 |
-
c.innerHTML = `<span class="dot" style="background:${colorMap[org]}"></span>${orgNameMap[org]}`;
|
| 1589 |
-
tb.appendChild(c);
|
| 1590 |
-
});
|
| 1591 |
-
|
| 1592 |
-
tb.addEventListener('click', e => {
|
| 1593 |
-
const chip = e.target.closest('.filter-chip');
|
| 1594 |
-
if (!chip) return;
|
| 1595 |
-
tb.querySelectorAll('.filter-chip').forEach(c => c.classList.remove('active'));
|
| 1596 |
-
chip.classList.add('active');
|
| 1597 |
-
activeFilter = chip.dataset.filter;
|
| 1598 |
-
renderFilteredViews();
|
| 1599 |
-
});
|
| 1600 |
-
}
|
| 1601 |
-
|
| 1602 |
-
/* ─── Table ─── */
|
| 1603 |
-
|
| 1604 |
-
function formatDate(dateStr) {
|
| 1605 |
-
if (!dateStr) return '—';
|
| 1606 |
-
const date = new Date(dateStr);
|
| 1607 |
-
return date.toLocaleDateString('en-US', { month: 'short', day: 'numeric', year: 'numeric' });
|
| 1608 |
-
}
|
| 1609 |
-
|
| 1610 |
-
function renderTable() {
|
| 1611 |
-
const tbody = document.getElementById('leaderboard-body');
|
| 1612 |
-
const cmp = sortComparators[activeSort] || sortComparators.score;
|
| 1613 |
-
const filtered = getFilteredModels().sort(cmp);
|
| 1614 |
-
document.getElementById('model-count-badge').textContent = activeFilter === 'all'
|
| 1615 |
-
? `${models.length} models`
|
| 1616 |
-
: `${filtered.length} of ${models.length} models`;
|
| 1617 |
-
const blimps = models.filter(m => m.blimp).map(m => m.blimp);
|
| 1618 |
-
const arcs = models.filter(m => m.arc).map(m => m.arc);
|
| 1619 |
-
const wikis = models.filter(m => m.wiki).map(m => m.wiki);
|
| 1620 |
-
const effs = models.filter(m => getEfficiencyScore(m) >= 0).map(m => getEfficiencyScore(m));
|
| 1621 |
-
const bMin = Math.min(...blimps), bMax = Math.max(...blimps);
|
| 1622 |
-
const aMin = Math.min(...arcs), aMax = Math.max(...arcs);
|
| 1623 |
-
const wMin = Math.min(...wikis), wMax = Math.max(...wikis);
|
| 1624 |
-
const eMin = Math.min(...effs), eMax = Math.max(...effs);
|
| 1625 |
-
|
| 1626 |
-
tbody.innerHTML = filtered.map((m, idx) => {
|
| 1627 |
-
const oc = colorMap[m.org];
|
| 1628 |
-
const orgBg = orgTint(m.org, 0.15);
|
| 1629 |
-
const isBestBlimp = m.blimp && m.blimp === bMax;
|
| 1630 |
-
const isBestArc = m.arc && m.arc === aMax;
|
| 1631 |
-
const isBestWiki = m.wiki && m.wiki === wMin;
|
| 1632 |
-
const rank = idx + 1;
|
| 1633 |
-
const rankClass = rank <= 3 ? ` rank-${rank}` : '';
|
| 1634 |
-
return `<tr class="lb-row" onmouseenter="this.classList.add('hover')" onmouseleave="this.classList.remove('hover')">
|
| 1635 |
-
<td class="cell-rank${rankClass}">#${rank}</td>
|
| 1636 |
-
<td class="cell-model">
|
| 1637 |
-
<div class="model-name">${m.name}</div>
|
| 1638 |
-
</td>
|
| 1639 |
-
<td><span class="org-tag" style="background:${orgBg};color:${oc}"><span class="org-dot" style="background:${oc}"></span>${orgNameMap[m.org]}</span></td>
|
| 1640 |
-
<td>${m.params}</td>
|
| 1641 |
-
<td class="cell-metric" style="${getColor(getEfficiencyScore(m), eMin, eMax, false)}">
|
| 1642 |
-
${getEfficiencyScore(m) >= 0
|
| 1643 |
-
? `<span class="metric-val${getEfficiencyScore(m) >= eMax ? ' best' : ''}">${getEfficiencyScore(m).toFixed(2)}</span>`
|
| 1644 |
-
: '<span class="metric-na">TBD</span>'}
|
| 1645 |
-
</td>
|
| 1646 |
-
<td class="cell-metric ${m.wiki === null ? '' : ''}" style="${getColor(m.wiki, wMin, wMax, true, true)}">
|
| 1647 |
-
${m.wiki !== null
|
| 1648 |
-
? `<span class="metric-val${isBestWiki ? ' best' : ''}">${m.wiki}</span>`
|
| 1649 |
-
: '<span class="metric-na">TBD</span>'}
|
| 1650 |
-
</td>
|
| 1651 |
-
<td class="cell-metric" style="${getColor(m.blimp, bMin, bMax, false)}">
|
| 1652 |
-
${m.blimp !== null
|
| 1653 |
-
? `<span class="metric-val${isBestBlimp ? ' best' : ''}">${m.blimp}%</span>`
|
| 1654 |
-
: '<span class="metric-na">TBD</span>'}
|
| 1655 |
-
</td>
|
| 1656 |
-
<td class="cell-metric" style="${getColor(m.arc, aMin, aMax, false)}">
|
| 1657 |
-
${m.arc !== null
|
| 1658 |
-
? `<span class="metric-val${isBestArc ? ' best' : ''}">${m.arc}%</span>`
|
| 1659 |
-
: '<span class="metric-na">TBD</span>'}
|
| 1660 |
-
</td>
|
| 1661 |
-
<td class="cell-tokens">${m.tokens}</td>
|
| 1662 |
-
<td class="cell-date">${formatDate(m.releaseDate)}</td>
|
| 1663 |
-
<td class="cell-links">
|
| 1664 |
-
${m.links.card ? `<a href="${m.links.card}" target="_blank">card</a>` : '<span class="metric-na">—</span>'}
|
| 1665 |
-
${m.links.base ? `<a href="${m.links.base}" target="_blank">base</a>` : ''}
|
| 1666 |
-
${m.links.demo ? `<a href="${m.links.demo}" target="_blank">demo</a>` : ''}
|
| 1667 |
-
</td>
|
| 1668 |
-
</tr>`;
|
| 1669 |
-
}).join('');
|
| 1670 |
-
}
|
| 1671 |
-
|
| 1672 |
-
/* ─── Legend ─── */
|
| 1673 |
-
|
| 1674 |
-
function buildLegend() {
|
| 1675 |
-
const bar = document.getElementById('legend-bar');
|
| 1676 |
-
const orgs = [...new Set(getFilteredModels().map(m => m.org))];
|
| 1677 |
-
bar.innerHTML = orgs.map(org =>
|
| 1678 |
-
`<span class="legend-item"><span class="ldot" style="background:${colorMap[org]}"></span>${orgNameMap[org]}</span>`
|
| 1679 |
-
).join('');
|
| 1680 |
-
}
|
| 1681 |
-
|
| 1682 |
-
/* ─── Chart defaults ─── */
|
| 1683 |
-
|
| 1684 |
-
Chart.defaults.color = '#8b949e';
|
| 1685 |
-
Chart.defaults.borderColor = 'rgba(255,255,255,0.06)';
|
| 1686 |
-
Chart.defaults.font.family = "-apple-system,BlinkMacSystemFont,'Segoe UI',Helvetica,Arial,sans-serif";
|
| 1687 |
-
Chart.defaults.font.size = 11;
|
| 1688 |
-
Chart.defaults.plugins.legend.display = false;
|
| 1689 |
-
|
| 1690 |
-
const tooltipStyle = {
|
| 1691 |
-
backgroundColor: '#1c2129',
|
| 1692 |
-
titleColor: '#c9d1d9',
|
| 1693 |
-
bodyColor: '#8b949e',
|
| 1694 |
-
borderColor: '#30363d',
|
| 1695 |
-
borderWidth: 1,
|
| 1696 |
-
cornerRadius: 8,
|
| 1697 |
-
padding: 10,
|
| 1698 |
-
displayColors: false
|
| 1699 |
-
};
|
| 1700 |
-
|
| 1701 |
-
/* ─── Timeline ─── */
|
| 1702 |
-
|
| 1703 |
-
function renderTimeline() {
|
| 1704 |
-
const container = document.getElementById('timeline-list');
|
| 1705 |
-
if (!container) return;
|
| 1706 |
-
|
| 1707 |
-
const sorted = getFilteredModels()
|
| 1708 |
-
.filter(m => m.releaseDate)
|
| 1709 |
-
.sort((a, b) => new Date(b.releaseDate) - new Date(a.releaseDate));
|
| 1710 |
-
|
| 1711 |
-
const monthKey = d => {
|
| 1712 |
-
const [y, m] = d.split('-');
|
| 1713 |
-
return `${y}-${m}`;
|
| 1714 |
-
};
|
| 1715 |
-
const monthLabel = key => {
|
| 1716 |
-
const [y, m] = key.split('-');
|
| 1717 |
-
const dt = new Date(parseInt(y), parseInt(m) - 1, 1);
|
| 1718 |
-
return dt.toLocaleDateString('en-US', { month: 'long', year: 'numeric' });
|
| 1719 |
-
};
|
| 1720 |
-
const dayLabel = d => {
|
| 1721 |
-
const [y, m, day] = d.split('-').map(Number);
|
| 1722 |
-
const dt = new Date(y, m - 1, day);
|
| 1723 |
-
return dt.toLocaleDateString('en-US', { month: 'short', day: 'numeric' });
|
| 1724 |
-
};
|
| 1725 |
-
|
| 1726 |
-
if (sorted.length === 0) {
|
| 1727 |
-
container.innerHTML = '<div class="tl-empty">No models match this filter.</div>';
|
| 1728 |
-
return;
|
| 1729 |
-
}
|
| 1730 |
-
|
| 1731 |
-
const groups = {};
|
| 1732 |
-
sorted.forEach(m => {
|
| 1733 |
-
const k = monthKey(m.releaseDate);
|
| 1734 |
-
(groups[k] = groups[k] || []).push(m);
|
| 1735 |
-
});
|
| 1736 |
-
|
| 1737 |
-
container.innerHTML = Object.keys(groups).map(key => {
|
| 1738 |
-
const items = groups[key];
|
| 1739 |
-
const rows = items.map(m => {
|
| 1740 |
-
const oc = colorMap[m.org];
|
| 1741 |
-
const orgBg = orgTint(m.org, 0.15);
|
| 1742 |
-
return `<div class="tl-row" style="--org-color:${oc}">
|
| 1743 |
-
<div class="tl-date">${dayLabel(m.releaseDate)}</div>
|
| 1744 |
-
<div class="tl-name">
|
| 1745 |
-
<a href="${m.links.card}" target="_blank" rel="noopener">${m.name}</a>
|
| 1746 |
-
</div>
|
| 1747 |
-
<div class="tl-params">${m.params} params</div>
|
| 1748 |
-
<div class="tl-org" style="background:${orgBg};color:${oc}">${orgNameMap[m.org]}</div>
|
| 1749 |
-
</div>`;
|
| 1750 |
-
}).join('');
|
| 1751 |
-
return `<div class="tl-month">
|
| 1752 |
-
<span>${monthLabel(key)}</span>
|
| 1753 |
-
<span class="tl-month-count">${items.length} model${items.length === 1 ? '' : 's'}</span>
|
| 1754 |
-
</div>${rows}`;
|
| 1755 |
-
}).join('');
|
| 1756 |
-
}
|
| 1757 |
-
|
| 1758 |
-
/* ─── Bar charts ─── */
|
| 1759 |
-
|
| 1760 |
-
function buildBarChart(canvasId, metric, reverse) {
|
| 1761 |
-
const canvas = document.getElementById(canvasId);
|
| 1762 |
-
const existing = Chart.getChart(canvas);
|
| 1763 |
-
if (existing) existing.destroy();
|
| 1764 |
-
|
| 1765 |
-
const fmt = v => v.toFixed(1) + '%';
|
| 1766 |
-
const sorted = getFilteredModels()
|
| 1767 |
-
.filter(d => d[metric] !== null && typeof d[metric] === 'number')
|
| 1768 |
-
.sort((a, b) => reverse ? a[metric] - b[metric] : b[metric] - a[metric]);
|
| 1769 |
-
|
| 1770 |
-
new Chart(canvas, {
|
| 1771 |
-
type: 'bar',
|
| 1772 |
-
data: {
|
| 1773 |
-
labels: sorted.map(d => d.name),
|
| 1774 |
-
datasets: [{
|
| 1775 |
-
data: sorted.map(d => d[metric]),
|
| 1776 |
-
backgroundColor: sorted.map(d => bgMap[d.org]),
|
| 1777 |
-
borderColor: sorted.map(d => colorMap[d.org]),
|
| 1778 |
-
borderWidth: 1,
|
| 1779 |
-
borderRadius: 3,
|
| 1780 |
-
borderSkipped: false
|
| 1781 |
-
}]
|
| 1782 |
-
},
|
| 1783 |
-
options: {
|
| 1784 |
-
indexAxis: 'y',
|
| 1785 |
-
responsive: true,
|
| 1786 |
-
maintainAspectRatio: false,
|
| 1787 |
-
animation: { duration: 600, easing: 'easeOutQuart' },
|
| 1788 |
-
plugins: {
|
| 1789 |
-
tooltip: {
|
| 1790 |
-
callbacks: { label: ctx => fmt(ctx.parsed.x) },
|
| 1791 |
-
...tooltipStyle
|
| 1792 |
-
}
|
| 1793 |
-
},
|
| 1794 |
-
scales: {
|
| 1795 |
-
x: {
|
| 1796 |
-
beginAtZero: true,
|
| 1797 |
-
grid: { drawBorder: false },
|
| 1798 |
-
ticks: { callback: v => v + '%' }
|
| 1799 |
-
},
|
| 1800 |
-
y: {
|
| 1801 |
-
grid: { display: false },
|
| 1802 |
-
ticks: {
|
| 1803 |
-
font: { size: 9 },
|
| 1804 |
-
autoSkip: false,
|
| 1805 |
-
callback: function(v) {
|
| 1806 |
-
const l = this.getLabelForValue(v);
|
| 1807 |
-
return l.length > 18 ? l.slice(0, 17) + '…' : l;
|
| 1808 |
-
}
|
| 1809 |
-
}
|
| 1810 |
-
}
|
| 1811 |
-
}
|
| 1812 |
-
}
|
| 1813 |
-
});
|
| 1814 |
-
}
|
| 1815 |
-
|
| 1816 |
-
/* ─── WikiText-2 Bubble ─── */
|
| 1817 |
-
|
| 1818 |
-
function buildWikiChart() {
|
| 1819 |
-
const canvas = document.getElementById('wikiChart');
|
| 1820 |
-
const existing = Chart.getChart(canvas);
|
| 1821 |
-
if (existing) existing.destroy();
|
| 1822 |
-
|
| 1823 |
-
const data = getFilteredModels()
|
| 1824 |
-
.filter(d => d.wiki !== null && typeof d.wiki === 'number')
|
| 1825 |
-
.filter(d => d.name !== 'Glint-0.1' && d.name !== 'Glint-0.2')
|
| 1826 |
-
.map(d => ({
|
| 1827 |
-
name: d.name,
|
| 1828 |
-
org: d.org,
|
| 1829 |
-
wiki: d.wiki,
|
| 1830 |
-
logWiki: Math.log10(Math.max(d.wiki, 0.1)),
|
| 1831 |
-
params: d.params
|
| 1832 |
-
}))
|
| 1833 |
-
.sort((a, b) => a.wiki - b.wiki);
|
| 1834 |
-
|
| 1835 |
-
const ySpread = [];
|
| 1836 |
-
const used = [];
|
| 1837 |
-
data.forEach(d => {
|
| 1838 |
-
let y = 0.5;
|
| 1839 |
-
const logX = d.logWiki;
|
| 1840 |
-
for (let attempt = 0; attempt < 40; attempt++) {
|
| 1841 |
-
const candidateY = 0.15 + (attempt % 8) * 0.1 + Math.floor(attempt / 8) * 0.02;
|
| 1842 |
-
let overlap = false;
|
| 1843 |
-
for (const u of used) {
|
| 1844 |
-
const dx = Math.abs(logX - u.logX);
|
| 1845 |
-
const dy = Math.abs(candidateY - u.y);
|
| 1846 |
-
if (dx < 0.15 && dy < 0.08) { overlap = true; break; }
|
| 1847 |
-
}
|
| 1848 |
-
if (!overlap) { y = candidateY; break; }
|
| 1849 |
-
}
|
| 1850 |
-
used.push({ logX, y });
|
| 1851 |
-
ySpread.push(y);
|
| 1852 |
-
});
|
| 1853 |
-
|
| 1854 |
-
const logVals = data.map(d => d.logWiki);
|
| 1855 |
-
const logMin = Math.min(...logVals);
|
| 1856 |
-
const logMax = Math.max(...logVals);
|
| 1857 |
-
|
| 1858 |
-
function getRadius(logW) {
|
| 1859 |
-
if (logMax === logMin) return 12;
|
| 1860 |
-
const t = (logW - logMin) / (logMax - logMin);
|
| 1861 |
-
return 6 + t * 26;
|
| 1862 |
-
}
|
| 1863 |
-
|
| 1864 |
-
const tooltip = document.getElementById('wikiTooltip');
|
| 1865 |
-
tooltip.classList.remove('visible');
|
| 1866 |
-
|
| 1867 |
-
new Chart(canvas, {
|
| 1868 |
-
type: 'bubble',
|
| 1869 |
-
data: {
|
| 1870 |
-
datasets: [{
|
| 1871 |
-
data: data.map((d, i) => ({
|
| 1872 |
-
x: d.wiki,
|
| 1873 |
-
y: ySpread[i],
|
| 1874 |
-
r: getRadius(d.logWiki),
|
| 1875 |
-
_name: d.name,
|
| 1876 |
-
_org: d.org,
|
| 1877 |
-
_wiki: d.wiki,
|
| 1878 |
-
_params: d.params
|
| 1879 |
-
})),
|
| 1880 |
-
backgroundColor: data.map(d => orgTint(d.org, 0.5)),
|
| 1881 |
-
borderColor: data.map(d => colorMap[d.org]),
|
| 1882 |
-
borderWidth: 1.5,
|
| 1883 |
-
hoverBorderWidth: 2.5,
|
| 1884 |
-
hoverBackgroundColor: data.map(d => orgTint(d.org, 0.75))
|
| 1885 |
-
}]
|
| 1886 |
-
},
|
| 1887 |
-
options: {
|
| 1888 |
-
responsive: true,
|
| 1889 |
-
maintainAspectRatio: true,
|
| 1890 |
-
animation: { duration: 700, easing: 'easeOutQuart' },
|
| 1891 |
-
layout: { padding: { top: 10, bottom: 10, left: 10, right: 10 } },
|
| 1892 |
-
scales: {
|
| 1893 |
-
x: {
|
| 1894 |
-
type: 'logarithmic',
|
| 1895 |
-
title: { display: true, text: 'byte_ppl (log scale)', color: '#8b949e', font: { size: 11 } },
|
| 1896 |
-
grid: { drawBorder: false, color: 'rgba(255,255,255,0.04)' },
|
| 1897 |
-
ticks: {
|
| 1898 |
-
color: '#8b949e',
|
| 1899 |
-
callback: function(v) {
|
| 1900 |
-
if (v >= 1000) return (v / 1000).toFixed(v >= 10000 ? 0 : 1) + 'K';
|
| 1901 |
-
if (v >= 1) return v.toFixed(v >= 100 ? 0 : v >= 10 ? 1 : 2);
|
| 1902 |
-
return v.toString();
|
| 1903 |
-
}
|
| 1904 |
-
}
|
| 1905 |
-
},
|
| 1906 |
-
y: { display: false, min: 0, max: 1 }
|
| 1907 |
-
},
|
| 1908 |
-
plugins: {
|
| 1909 |
-
legend: { display: false },
|
| 1910 |
-
tooltip: { enabled: false }
|
| 1911 |
-
}
|
| 1912 |
-
},
|
| 1913 |
-
plugins: [
|
| 1914 |
-
{
|
| 1915 |
-
id: 'customLabels',
|
| 1916 |
-
afterDraw(chart) {
|
| 1917 |
-
const ctx = chart.ctx;
|
| 1918 |
-
const meta = chart.getDatasetMeta(0);
|
| 1919 |
-
meta.data.forEach((point, i) => {
|
| 1920 |
-
const d = chart.data.datasets[0].data[i];
|
| 1921 |
-
if (d.r >= 12) {
|
| 1922 |
-
ctx.save();
|
| 1923 |
-
ctx.font = `500 ${Math.min(d.r * 0.55, 11)}px -apple-system,BlinkMacSystemFont,sans-serif`;
|
| 1924 |
-
ctx.fillStyle = 'rgba(255,255,255,0.85)';
|
| 1925 |
-
ctx.textAlign = 'center';
|
| 1926 |
-
ctx.textBaseline = 'middle';
|
| 1927 |
-
let label = d._name;
|
| 1928 |
-
const maxW = d.r * 1.6;
|
| 1929 |
-
if (ctx.measureText(label).width > maxW) {
|
| 1930 |
-
label = label.slice(0, Math.floor(maxW / ctx.measureText('A').width)) + '…';
|
| 1931 |
-
}
|
| 1932 |
-
ctx.fillText(label, point.x, point.y);
|
| 1933 |
-
ctx.restore();
|
| 1934 |
-
}
|
| 1935 |
-
});
|
| 1936 |
-
}
|
| 1937 |
-
},
|
| 1938 |
-
{
|
| 1939 |
-
id: 'customTooltip',
|
| 1940 |
-
afterEvent(chart, args) {
|
| 1941 |
-
const evt = args.event;
|
| 1942 |
-
if (evt.type === 'mouseout') {
|
| 1943 |
-
tooltip.classList.remove('visible');
|
| 1944 |
-
return;
|
| 1945 |
-
}
|
| 1946 |
-
const elements = chart.getElementsAtEventForMode(evt, 'nearest', { intersect: true }, false);
|
| 1947 |
-
if (elements.length > 0) {
|
| 1948 |
-
const el = elements[0];
|
| 1949 |
-
const d = chart.data.datasets[0].data[el.index];
|
| 1950 |
-
const point = chart.getDatasetMeta(0).data[el.index];
|
| 1951 |
-
tooltip.querySelector('.tt-name').textContent = d._name;
|
| 1952 |
-
tooltip.querySelector('.tt-val').innerHTML =
|
| 1953 |
-
`byte_ppl: <strong>${d._wiki.toLocaleString()}</strong> · ${d._params} params`;
|
| 1954 |
-
let left = point.x + 14;
|
| 1955 |
-
let top = point.y - 20;
|
| 1956 |
-
const ttW = 250;
|
| 1957 |
-
if (left + ttW > canvas.width) left = point.x - ttW - 10;
|
| 1958 |
-
if (top < 0) top = 10;
|
| 1959 |
-
tooltip.style.left = left + 'px';
|
| 1960 |
-
tooltip.style.top = top + 'px';
|
| 1961 |
-
tooltip.classList.add('visible');
|
| 1962 |
-
} else {
|
| 1963 |
-
tooltip.classList.remove('visible');
|
| 1964 |
-
}
|
| 1965 |
-
}
|
| 1966 |
-
}
|
| 1967 |
-
]
|
| 1968 |
-
});
|
| 1969 |
-
}
|
| 1970 |
-
|
| 1971 |
-
/* ─── Efficiency ─── */
|
| 1972 |
-
|
| 1973 |
-
function buildEfficiencyChart() {
|
| 1974 |
-
const canvas = document.getElementById('efficiencyChart');
|
| 1975 |
-
const existing = Chart.getChart(canvas);
|
| 1976 |
-
if (existing) existing.destroy();
|
| 1977 |
-
|
| 1978 |
-
const valid = getFilteredModels()
|
| 1979 |
-
.filter(d => getScore(d) >= 0)
|
| 1980 |
-
.filter(d => d.name !== 'MicroSupra-1k')
|
| 1981 |
-
.map(d => ({ ...d, paramsNum: parseParams(d.params), avgScore: getScore(d) }))
|
| 1982 |
-
.filter(d => !isNaN(d.paramsNum) && d.paramsNum > 0);
|
| 1983 |
-
|
| 1984 |
-
if (valid.length < 2) return;
|
| 1985 |
-
|
| 1986 |
-
const ranked = [...valid].sort((a, b) => b.avgScore - a.avgScore);
|
| 1987 |
-
const rankMap = new Map();
|
| 1988 |
-
ranked.forEach((m, i) => rankMap.set(m.name, i + 1));
|
| 1989 |
-
valid.forEach(m => m.rank = rankMap.get(m.name));
|
| 1990 |
-
|
| 1991 |
-
const logP = valid.map(d => Math.log10(d.paramsNum));
|
| 1992 |
-
const scores = valid.map(d => d.avgScore);
|
| 1993 |
-
const n = valid.length;
|
| 1994 |
-
const sx = logP.reduce((a, v) => a + v, 0);
|
| 1995 |
-
const sy = scores.reduce((a, v) => a + v, 0);
|
| 1996 |
-
const sxy = logP.reduce((a, v, i) => a + v * scores[i], 0);
|
| 1997 |
-
const sx2 = logP.reduce((a, v) => a + v * v, 0);
|
| 1998 |
-
const slope = (n * sxy - sx * sy) / (n * sx2 - sx * sx);
|
| 1999 |
-
const intercept = (sy - slope * sx) / n;
|
| 2000 |
-
const res = valid.map(d => d.avgScore - (intercept + slope * Math.log10(d.paramsNum)));
|
| 2001 |
-
const resStd = Math.sqrt(res.reduce((a, v) => a + v * v, 0) / n);
|
| 2002 |
-
const shift = Math.max(resStd, 3);
|
| 2003 |
-
const sorted = [...valid].sort((a, b) => a.paramsNum - b.paramsNum);
|
| 2004 |
-
|
| 2005 |
-
const axMin = 500, axMax = 1.5e8;
|
| 2006 |
-
const regData = [], threshData = [];
|
| 2007 |
-
for (let i = 0; i <= 80; i++) {
|
| 2008 |
-
const lx = Math.log10(axMin) + (Math.log10(axMax) - Math.log10(axMin)) * (i / 80);
|
| 2009 |
-
const x = Math.pow(10, lx);
|
| 2010 |
-
regData.push({ x, y: intercept + slope * lx });
|
| 2011 |
-
threshData.push({ x, y: intercept + slope * lx + shift });
|
| 2012 |
-
}
|
| 2013 |
-
|
| 2014 |
-
new Chart(canvas, {
|
| 2015 |
-
type: 'line',
|
| 2016 |
-
data: {
|
| 2017 |
-
datasets: [
|
| 2018 |
-
{
|
| 2019 |
-
label: 'Models',
|
| 2020 |
-
data: sorted.map(d => ({ x: d.paramsNum, y: d.avgScore })),
|
| 2021 |
-
showLine: false,
|
| 2022 |
-
backgroundColor: sorted.map(d => colorMap[d.org]),
|
| 2023 |
-
borderColor: sorted.map(d => colorMap[d.org]),
|
| 2024 |
-
pointRadius: 6,
|
| 2025 |
-
pointHoverRadius: 9
|
| 2026 |
-
},
|
| 2027 |
-
{
|
| 2028 |
-
label: 'Trend',
|
| 2029 |
-
data: regData,
|
| 2030 |
-
showLine: true,
|
| 2031 |
-
borderColor: 'rgba(255,200,0,0.5)',
|
| 2032 |
-
borderWidth: 1.5,
|
| 2033 |
-
borderDash: [4, 4],
|
| 2034 |
-
pointRadius: 0,
|
| 2035 |
-
fill: false
|
| 2036 |
-
},
|
| 2037 |
-
{
|
| 2038 |
-
label: 'Threshold',
|
| 2039 |
-
data: threshData,
|
| 2040 |
-
showLine: true,
|
| 2041 |
-
borderColor: 'rgba(255,200,0,0.8)',
|
| 2042 |
-
borderWidth: 2,
|
| 2043 |
-
borderDash: [6, 4],
|
| 2044 |
-
pointRadius: 0,
|
| 2045 |
-
fill: false
|
| 2046 |
-
}
|
| 2047 |
-
]
|
| 2048 |
-
},
|
| 2049 |
-
options: {
|
| 2050 |
-
parsing: false,
|
| 2051 |
-
responsive: true,
|
| 2052 |
-
maintainAspectRatio: true,
|
| 2053 |
-
animation: { duration: 700, easing: 'easeOutQuart' },
|
| 2054 |
-
scales: {
|
| 2055 |
-
x: {
|
| 2056 |
-
type: 'logarithmic',
|
| 2057 |
-
min: axMin,
|
| 2058 |
-
max: axMax,
|
| 2059 |
-
title: { display: true, text: 'Parameters', color: '#8b949e' },
|
| 2060 |
-
grid: { drawBorder: false },
|
| 2061 |
-
ticks: {
|
| 2062 |
-
color: '#8b949e',
|
| 2063 |
-
callback: v => v >= 1e6
|
| 2064 |
-
? (v / 1e6).toFixed(v >= 1e7 ? 0 : 1) + 'M'
|
| 2065 |
-
: v >= 1e3
|
| 2066 |
-
? (v / 1e3).toFixed(v >= 1e4 ? 0 : 1) + 'K'
|
| 2067 |
-
: v.toString()
|
| 2068 |
-
}
|
| 2069 |
-
},
|
| 2070 |
-
y: {
|
| 2071 |
-
title: { display: true, text: 'Leaderboard Score (avg of available benchmarks)', color: '#8b949e' },
|
| 2072 |
-
min: 20,
|
| 2073 |
-
max: 80,
|
| 2074 |
-
grid: { drawBorder: false },
|
| 2075 |
-
ticks: { color: '#8b949e', callback: v => v + '%' }
|
| 2076 |
-
}
|
| 2077 |
-
},
|
| 2078 |
-
plugins: {
|
| 2079 |
-
legend: { display: false },
|
| 2080 |
-
tooltip: {
|
| 2081 |
-
callbacks: {
|
| 2082 |
-
label: ctx => {
|
| 2083 |
-
if (ctx.dataset.label !== 'Models') return '';
|
| 2084 |
-
const d = sorted[ctx.dataIndex];
|
| 2085 |
-
return `#${d.rank} ${d.name}: ${d.params}, ${d.avgScore.toFixed(1)}%`;
|
| 2086 |
-
}
|
| 2087 |
-
},
|
| 2088 |
-
...tooltipStyle
|
| 2089 |
-
}
|
| 2090 |
-
}
|
| 2091 |
-
},
|
| 2092 |
-
plugins: [
|
| 2093 |
-
{
|
| 2094 |
-
id: 'zone',
|
| 2095 |
-
beforeDraw(chart) {
|
| 2096 |
-
const ctx = chart.ctx, xs = chart.scales.x, ys = chart.scales.y;
|
| 2097 |
-
const { left, right, top, bottom } = chart.chartArea;
|
| 2098 |
-
const lY = intercept + slope * Math.log10(Math.max(xs.min, 1)) + shift;
|
| 2099 |
-
const rY = intercept + slope * Math.log10(Math.max(xs.max, 1)) + shift;
|
| 2100 |
-
ctx.save();
|
| 2101 |
-
ctx.beginPath();
|
| 2102 |
-
ctx.rect(left, top, right - left, bottom - top);
|
| 2103 |
-
ctx.clip();
|
| 2104 |
-
ctx.beginPath();
|
| 2105 |
-
ctx.moveTo(left, ys.getPixelForValue(lY));
|
| 2106 |
-
ctx.lineTo(left, top);
|
| 2107 |
-
ctx.lineTo(right, top);
|
| 2108 |
-
ctx.lineTo(right, ys.getPixelForValue(rY));
|
| 2109 |
-
ctx.closePath();
|
| 2110 |
-
ctx.fillStyle = 'rgba(255,230,0,0.06)';
|
| 2111 |
-
ctx.fill();
|
| 2112 |
-
ctx.restore();
|
| 2113 |
-
}
|
| 2114 |
-
},
|
| 2115 |
-
{
|
| 2116 |
-
id: 'rankLabels',
|
| 2117 |
-
afterDatasetsDraw(chart) {
|
| 2118 |
-
const ctx = chart.ctx;
|
| 2119 |
-
const meta = chart.getDatasetMeta(0);
|
| 2120 |
-
const medalColors = { 1: '#ffd700', 2: '#c0c0c0', 3: '#cd7f32' };
|
| 2121 |
-
meta.data.forEach((point, i) => {
|
| 2122 |
-
const d = sorted[i];
|
| 2123 |
-
if (d.rank <= 3) {
|
| 2124 |
-
ctx.save();
|
| 2125 |
-
ctx.font = '700 10px -apple-system,BlinkMacSystemFont,sans-serif';
|
| 2126 |
-
ctx.fillStyle = medalColors[d.rank];
|
| 2127 |
-
ctx.textAlign = 'left';
|
| 2128 |
-
ctx.textBaseline = 'middle';
|
| 2129 |
-
ctx.fillText(`#${d.rank}`, point.x + 11, point.y - 1);
|
| 2130 |
-
ctx.restore();
|
| 2131 |
-
}
|
| 2132 |
-
});
|
| 2133 |
-
}
|
| 2134 |
-
}
|
| 2135 |
-
]
|
| 2136 |
-
});
|
| 2137 |
-
}
|
| 2138 |
-
|
| 2139 |
-
/* ─── Org Count ─── */
|
| 2140 |
-
|
| 2141 |
-
function buildOrgCountChart() {
|
| 2142 |
-
const canvas = document.getElementById('orgCountChart');
|
| 2143 |
-
const existing = Chart.getChart(canvas);
|
| 2144 |
-
if (existing) existing.destroy();
|
| 2145 |
-
|
| 2146 |
-
const counts = {};
|
| 2147 |
-
getFilteredModels().forEach(m => counts[m.org] = (counts[m.org] || 0) + 1);
|
| 2148 |
-
const orgs = Object.keys(counts).sort((a, b) => counts[b] - counts[a]);
|
| 2149 |
-
|
| 2150 |
-
new Chart(canvas, {
|
| 2151 |
-
type: 'doughnut',
|
| 2152 |
-
data: {
|
| 2153 |
-
labels: orgs.map(o => orgNameMap[o]),
|
| 2154 |
-
datasets: [{
|
| 2155 |
-
data: orgs.map(o => counts[o]),
|
| 2156 |
-
backgroundColor: orgs.map(o => colorMap[o]),
|
| 2157 |
-
borderColor: '#161b22',
|
| 2158 |
-
borderWidth: 2,
|
| 2159 |
-
hoverOffset: 6
|
| 2160 |
-
}]
|
| 2161 |
-
},
|
| 2162 |
-
options: {
|
| 2163 |
-
responsive: true,
|
| 2164 |
-
maintainAspectRatio: true,
|
| 2165 |
-
cutout: '58%',
|
| 2166 |
-
animation: { duration: 700, easing: 'easeOutQuart' },
|
| 2167 |
-
plugins: {
|
| 2168 |
-
legend: {
|
| 2169 |
-
display: true,
|
| 2170 |
-
position: 'bottom',
|
| 2171 |
-
labels: {
|
| 2172 |
-
color: '#c9d1d9',
|
| 2173 |
-
padding: 14,
|
| 2174 |
-
usePointStyle: true,
|
| 2175 |
-
pointStyle: 'circle',
|
| 2176 |
-
font: { size: 11 }
|
| 2177 |
-
}
|
| 2178 |
-
}
|
| 2179 |
-
}
|
| 2180 |
-
}
|
| 2181 |
-
});
|
| 2182 |
-
}
|
| 2183 |
-
|
| 2184 |
-
/* ─── Toggle Banner ─── */
|
| 2185 |
-
|
| 2186 |
-
function toggleUnknownBanner() {
|
| 2187 |
-
const expand = document.getElementById('banner-expand');
|
| 2188 |
-
const hint = document.getElementById('banner-hint');
|
| 2189 |
-
if (!expand) return;
|
| 2190 |
-
const isOpen = expand.classList.contains('open');
|
| 2191 |
-
expand.classList.toggle('open');
|
| 2192 |
-
if (hint) hint.classList.toggle('rotated');
|
| 2193 |
-
}
|
| 2194 |
-
|
| 2195 |
-
/* Modal functions */
|
| 2196 |
-
function closeModal() {
|
| 2197 |
-
document.getElementById('submitModal').style.display = 'none';
|
| 2198 |
-
}
|
| 2199 |
-
function handleSubmit() {
|
| 2200 |
-
document.getElementById('submitModal').style.display = 'flex';
|
| 2201 |
-
}
|
| 2202 |
-
document.getElementById('modalAgreeBtn').addEventListener('click', function() {
|
| 2203 |
-
document.getElementById('submitModal').style.display = 'none';
|
| 2204 |
-
const randomNum = Math.floor(Math.random() * 100000);
|
| 2205 |
-
const agreementText = 'I agreed to terms. Please include this number in your submission: ' + randomNum;
|
| 2206 |
-
document.getElementById('submitBtn').innerHTML = agreementText;
|
| 2207 |
-
document.getElementById('submitBtn').onclick = null;
|
| 2208 |
-
setTimeout(function() {
|
| 2209 |
-
window.open('https://huggingface.co/spaces/Glint-Research/Tiny-ML-Leaderboard/discussions', '_blank');
|
| 2210 |
-
}, 1500);
|
| 2211 |
-
});
|
| 2212 |
-
document.getElementById('modalCancelBtn').addEventListener('click', closeModal);
|
| 2213 |
-
// Close modal when clicking outside the modal card
|
| 2214 |
-
window.addEventListener('click', function(event) {
|
| 2215 |
-
const modal = document.getElementById('submitModal');
|
| 2216 |
-
if (event.target === modal) {
|
| 2217 |
-
modal.style.display = 'none';
|
| 2218 |
-
}
|
| 2219 |
-
});
|
| 2220 |
-
|
| 2221 |
-
/* ─── Init ─── */
|
| 2222 |
-
|
| 2223 |
-
window.addEventListener('DOMContentLoaded', () => {
|
| 2224 |
-
renderStats();
|
| 2225 |
-
buildFilters();
|
| 2226 |
-
setupSortControl();
|
| 2227 |
-
renderFilteredViews();
|
| 2228 |
-
});
|
| 2229 |
-
|
| 2230 |
-
|
| 2231 |
-
</script>
|
| 2232 |
-
</body>
|
| 2233 |
-
</html>
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