GiuliannoV commited on
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Simplify Lernex organization card layout

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Files changed (2) hide show
  1. index.html +141 -187
  2. style.css +3 -26
index.html CHANGED
@@ -3,228 +3,182 @@
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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" />
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- <meta name="color-scheme" content="dark" />
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  <title>Lernex</title>
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  <style>
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  * { box-sizing: border-box; }
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- html, body { min-height: 100%; }
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- body { margin: 0; background: #070b12; }
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- .org-card {
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- --bg: #070b12;
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- --panel: #0d1420;
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- --panel-soft: #111b2a;
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- --line: rgba(148, 163, 184, 0.22);
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- --text: #f8fafc;
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- --muted: #a8b3c5;
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- --soft: #738095;
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- --blue: #65a5ff;
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- --teal: #58d5c9;
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- --amber: #f6c65b;
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- position: relative;
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- width: min(100%, 1180px);
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- margin: 0 auto;
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- padding: clamp(22px, 4vw, 44px);
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- overflow: hidden;
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- background: var(--bg);
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- color: var(--text);
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- font-family: Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
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  letter-spacing: 0;
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  }
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- .org-card::before {
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- content: "";
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- position: absolute;
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- inset: 0;
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- pointer-events: none;
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- background:
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- linear-gradient(rgba(255,255,255,0.035) 1px, transparent 1px),
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- linear-gradient(90deg, rgba(255,255,255,0.03) 1px, transparent 1px);
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- background-size: 44px 44px;
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- mask-image: linear-gradient(to bottom, rgba(0,0,0,.72), transparent 72%);
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  }
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47
- .shell {
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- position: relative;
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- display: grid;
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- grid-template-columns: minmax(0, 1.02fr) minmax(310px, .98fr);
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- gap: clamp(22px, 3.8vw, 46px);
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- align-items: start;
53
  }
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55
- .eyebrow {
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- display: inline-flex;
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- align-items: center;
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- gap: 10px;
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- margin: 0 0 17px;
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- color: var(--teal);
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- font-size: 12px;
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- font-weight: 760;
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- letter-spacing: .12em;
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- text-transform: uppercase;
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- }
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- .eyebrow::before {
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- content: "";
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- width: 8px;
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- height: 8px;
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- border-radius: 99px;
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- background: var(--teal);
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- box-shadow: 0 0 0 4px rgba(88, 213, 201, .12);
73
  }
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75
- h1 {
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- margin: 0;
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- color: var(--text);
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- font-size: clamp(52px, 9vw, 106px);
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- line-height: .9;
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- font-weight: 780;
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- letter-spacing: 0;
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  }
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84
- .lead {
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- max-width: 700px;
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- margin: 21px 0 0;
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- color: #dbe6f5;
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- font-size: clamp(20px, 1.9vw, 25px);
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- line-height: 1.24;
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- font-weight: 650;
91
  }
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93
- .body-copy {
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- max-width: 710px;
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- margin: 16px 0 0;
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- color: var(--muted);
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- font-size: 14px;
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- line-height: 1.58;
99
  }
100
 
101
- .purpose {
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- margin-top: 20px;
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- border-left: 2px solid rgba(88, 213, 201, .65);
104
- padding-left: 16px;
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- color: #c8d4e6;
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- font-size: 14px;
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  line-height: 1.55;
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- max-width: 710px;
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  }
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111
- .panel {
112
- border: 1px solid var(--line);
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- background: #0b1220;
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- border-radius: 8px;
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- padding: clamp(19px, 2.8vw, 28px);
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- box-shadow: 0 20px 60px rgba(0,0,0,.28);
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  }
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- .panel h2 {
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- margin: 0;
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- color: #eff6ff;
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- font-size: 18px;
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- line-height: 1.2;
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- font-weight: 760;
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- letter-spacing: 0;
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- }
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- .panel p {
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- margin: 11px 0 0;
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- color: var(--muted);
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- line-height: 1.5;
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- font-size: 14px;
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- }
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-
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- .model-list {
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- display: grid;
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- gap: 9px;
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- margin-top: 18px;
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- }
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- .model-link {
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- display: grid;
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- grid-template-columns: 1fr auto;
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- gap: 14px;
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- align-items: center;
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- min-height: 54px;
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- padding: 12px 14px;
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- border: 1px solid rgba(148, 163, 184, .18);
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- background: var(--panel-soft);
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- border-radius: 8px;
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- color: inherit;
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- text-decoration: none;
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- }
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- .model-link:hover {
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- border-color: rgba(101, 165, 255, .55);
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- background: #142035;
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- }
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- .model-link strong {
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- display: block;
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- color: #f8fafc;
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- font-size: 14px;
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- }
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- .model-link span {
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- display: block;
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- margin-top: 3px;
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- color: var(--soft);
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- font-size: 12px;
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- }
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- .tag {
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- color: #07111f;
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- background: var(--amber);
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- border-radius: 999px;
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- padding: 5px 8px;
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- font-size: 12px;
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  font-weight: 800;
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  }
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- .feedback {
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- margin-top: 20px;
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- padding-top: 18px;
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- border-top: 1px solid var(--line);
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- color: #dbe7f8;
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- font-size: 14px;
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- font-weight: 650;
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  }
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- .feedback a {
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- color: var(--blue);
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- text-decoration: none;
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- font-weight: 800;
 
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  }
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- .feedback a:hover { text-decoration: underline; }
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191
- @media (max-width: 900px) {
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- .shell { grid-template-columns: 1fr; }
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- .org-card { padding: 28px 18px; }
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- h1 { font-size: clamp(52px, 18vw, 88px); }
195
  }
196
  </style>
197
  </head>
198
  <body>
199
  <main class="org-card">
200
- <div class="shell">
201
- <section>
202
- <div class="eyebrow">Lernex Research</div>
203
- <h1>Lernex</h1>
204
- <p class="lead">An AI-personalized learning platform built around the learner, the material, and the moment.</p>
205
- <p class="body-copy">Lernex turns notes, PDFs, slides, classroom material, questions, and learner goals into lessons, quizzes, flashcards, explanations, study paths, feedback, and memory-aware tutoring.</p>
206
- <p class="body-copy">We use AI as the adaptive layer of the learning experience: reading messy source material, shaping practice, explaining ideas, tracking what is confusing, and helping each learner take the next useful step.</p>
207
- <p class="purpose">Metis is our compact model line for ultra-efficient learning AI: models that punch above their weight, run affordably, and fit the exact jobs Lernex needs instead of forcing every interaction through oversized, slow, or expensive general-purpose systems.</p>
208
- </section>
209
-
210
- <aside class="panel" aria-label="Metis model releases">
211
- <h2>Why Metis exists</h2>
212
- <p>General AI models are often the wrong shape for education products. Some are smart but too slow or expensive for high-frequency learning loops. Others are affordable but not sharp enough where reasoning and tutoring quality matter.</p>
213
- <p>Metis is Lernex saying: stop complaining about the tradeoffs and build the models the product actually needs.</p>
214
- <div class="model-list">
215
- <a class="model-link" href="https://huggingface.co/Lernex/Metis-1.4-base" target="_blank" rel="noreferrer">
216
- <div><strong>Metis-1.4 Base</strong><span>Current base release</span></div><span class="tag">1.4</span>
217
- </a>
218
- <a class="model-link" href="https://huggingface.co/Lernex/Metis-1.4-chat" target="_blank" rel="noreferrer">
219
- <div><strong>Metis-1.4 Chat</strong><span>Conversation and learning support</span></div><span class="tag">1.4</span>
220
- </a>
221
- <a class="model-link" href="https://huggingface.co/Lernex/Metis-1.4-think" target="_blank" rel="noreferrer">
222
- <div><strong>Metis-1.4 Think</strong><span>Compact reasoning variant</span></div><span class="tag">1.4</span>
223
- </a>
224
- </div>
225
- <p class="feedback">Got any suggestions? <a href="mailto:feedback@lernex.net">feedback@lernex.net</a></p>
226
- </aside>
227
- </div>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  </main>
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  </body>
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  </html>
 
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  <head>
4
  <meta charset="utf-8" />
5
  <meta name="viewport" content="width=device-width, initial-scale=1" />
6
+ <meta name="color-scheme" content="light dark" />
7
  <title>Lernex</title>
8
  <style>
9
  * { box-sizing: border-box; }
 
 
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+ body {
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+ margin: 0;
13
+ background: transparent;
14
+ color: #d7dde8;
15
+ font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  letter-spacing: 0;
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  }
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+ .org-card {
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+ width: 100%;
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+ max-width: 100%;
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+ margin: 0;
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+ padding: 0 0 8px;
 
 
 
 
 
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  }
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+ .hero {
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+ display: block;
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+ width: 100%;
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+ height: auto;
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+ margin: 0 0 40px;
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+ border-radius: 2px;
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  }
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+ p {
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+ margin: 0 0 18px;
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+ color: #c6cedb;
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+ font-size: clamp(18px, 2.1vw, 22px);
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+ line-height: 1.55;
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
40
 
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+ .intro {
42
+ color: #e7ebf2;
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+ font-style: italic;
 
 
 
 
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  }
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+ a {
47
+ color: inherit;
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+ font-weight: 700;
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+ text-decoration: underline;
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+ text-underline-offset: 3px;
 
 
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  }
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+ h2 {
54
+ margin: 52px 0 20px;
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+ color: #eef2f8;
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+ font-size: clamp(24px, 3vw, 30px);
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+ line-height: 1.2;
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+ font-weight: 800;
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  }
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+ ul {
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+ margin: 0 0 12px;
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+ padding-left: 28px;
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+ color: #c6cedb;
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+ font-size: clamp(18px, 2.1vw, 22px);
 
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  line-height: 1.55;
 
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  }
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+ li {
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+ margin: 0 0 16px;
 
 
 
 
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  }
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+ strong {
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+ color: #eef2f8;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  font-weight: 800;
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  }
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+ .resources {
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+ margin-bottom: 0;
 
 
 
 
 
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  }
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+
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+ @media (prefers-color-scheme: light) {
83
+ body { color: #202733; }
84
+ p, ul { color: #475467; }
85
+ .intro, h2, strong { color: #111827; }
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  }
 
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+ @media (max-width: 700px) {
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+ .hero { margin-bottom: 28px; }
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+ h2 { margin-top: 36px; }
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+ ul { padding-left: 22px; }
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  }
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  </style>
94
  </head>
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  <body>
96
  <main class="org-card">
97
+ <img
98
+ class="hero"
99
+ src="https://huggingface.co/spaces/Lernex/README/resolve/main/assets/lernex-org-banner.jpg"
100
+ alt="Lernex turns learning material into adaptive study paths and compact AI systems"
101
+ />
102
+
103
+ <p class="intro">Welcome to the official Lernex organization on Hugging Face.</p>
104
+
105
+ <p>
106
+ <a href="https://www.lernex.net/" target="_blank" rel="noreferrer">Lernex</a>
107
+ is an AI-personalized learning platform built around a simple idea:
108
+ studying should adapt to the learner, the material, and the moment.
109
+ Lernex turns notes, PDFs, slides, classroom material, questions, and
110
+ learner goals into lessons, quizzes, flashcards, explanations, study
111
+ paths, feedback, and memory-aware tutoring.
112
+ </p>
113
+
114
+ <p>
115
+ This organization is where Lernex publishes the Metis model line and
116
+ related open research artifacts. Metis models are compact, efficient
117
+ language models built for the specific jobs inside a learning product:
118
+ tutoring, explanations, writing support, practice generation, concise
119
+ reasoning, and fast product loops that cannot depend on oversized
120
+ systems for every interaction.
121
+ </p>
122
+
123
+ <h2>What Lernex Is Building</h2>
124
+ <ul>
125
+ <li><strong>A continuous learning companion</strong>: Lernex is designed so a learner does not restart from zero every time they open a different class, generated lesson, quiz, flashcard set, or study path.</li>
126
+ <li><strong>Adaptive study material</strong>: source material can become structured lessons, checks for understanding, retrieval-friendly notes, and targeted practice.</li>
127
+ <li><strong>Personalized learning paths</strong>: Lernex uses learner goals, progress, confusion signals, and prior activity to shape what should come next.</li>
128
+ <li><strong>Fast learning workflows</strong>: learning tools should feel responsive enough for everyday studying, not like heavyweight one-off AI demos.</li>
129
+ </ul>
130
+
131
+ <h2>Why We Build Models</h2>
132
+ <p>
133
+ Education products need a different model shape than general chat
134
+ products. Some proprietary models are powerful but expensive or slow
135
+ for high-frequency learning loops. Some open models are affordable but
136
+ miss the tutoring, instruction-following, reasoning, or product-specific
137
+ behavior Lernex needs.
138
+ </p>
139
+ <p>
140
+ Metis is our answer to that mismatch: build compact models that are
141
+ useful where learning quality matters, efficient enough to run often,
142
+ and honest about the tradeoffs between size, reasoning, latency, and
143
+ cost.
144
+ </p>
145
+
146
+ <h2>Featured Models</h2>
147
+ <ul>
148
+ <li><strong><a href="https://huggingface.co/Lernex/Metis-1.4-base" target="_blank" rel="noreferrer">Metis-1.4 Base</a></strong> - current base release for the Metis-1.4 line.</li>
149
+ <li><strong><a href="https://huggingface.co/Lernex/Metis-1.4-chat" target="_blank" rel="noreferrer">Metis-1.4 Chat</a></strong> - conversational variant for tutoring, writing, explanations, and learning support.</li>
150
+ <li><strong><a href="https://huggingface.co/Lernex/Metis-1.4-think" target="_blank" rel="noreferrer">Metis-1.4 Think</a></strong> - reasoning-oriented variant for compact step-by-step problem solving.</li>
151
+ <li><strong><a href="https://huggingface.co/Lernex/Metis-1.3-base" target="_blank" rel="noreferrer">Metis-1.3 Base</a></strong>, <strong><a href="https://huggingface.co/Lernex/Metis-1.3-chat" target="_blank" rel="noreferrer">Chat</a></strong>, and <strong><a href="https://huggingface.co/Lernex/Metis-1.3-think" target="_blank" rel="noreferrer">Think</a></strong> - earlier hybrid Mamba-attention research releases.</li>
152
+ </ul>
153
+
154
+ <h2>Research Direction</h2>
155
+ <ul>
156
+ <li><strong>Compact tutoring models</strong>: smaller models that can still explain clearly, generate useful practice, and behave consistently in learning contexts.</li>
157
+ <li><strong>Efficient reasoning</strong>: model variants that spend compute where step-by-step problem solving matters instead of making every request expensive.</li>
158
+ <li><strong>Product-shaped evaluation</strong>: evaluating models on whether they help learners understand, practice, revise, and move forward, not only on broad benchmark prestige.</li>
159
+ <li><strong>Deployment practicality</strong>: keeping model size, serving cost, latency, and memory footprint in view from the start.</li>
160
+ </ul>
161
+
162
+ <h2>How This Connects to Lernex</h2>
163
+ <p>
164
+ Lernex uses AI to help learners bring messy material into a system that
165
+ can teach from it. The long-term goal is not just a better chatbot; it
166
+ is one learning relationship that carries context across generated
167
+ lessons, study paths, practice, feedback, and review.
168
+ </p>
169
+ <p>
170
+ The Metis line supports that goal by giving Lernex a model family it can
171
+ tune around real learning workflows instead of treating every AI job as
172
+ the same generic chat problem.
173
+ </p>
174
+
175
+ <h2>Resources</h2>
176
+ <ul class="resources">
177
+ <li>Website: <a href="https://www.lernex.net/" target="_blank" rel="noreferrer">lernex.net</a></li>
178
+ <li>Company page: <a href="https://www.lernex.net/company" target="_blank" rel="noreferrer">lernex.net/company</a></li>
179
+ <li>Product feedback: <a href="mailto:feedback@lernex.net">feedback@lernex.net</a></li>
180
+ <li>Business contact: <a href="mailto:business@lernex.net">business@lernex.net</a></li>
181
+ </ul>
182
  </main>
183
  </body>
184
  </html>
style.css CHANGED
@@ -1,28 +1,5 @@
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  body {
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- padding: 2rem;
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- font-family: -apple-system, BlinkMacSystemFont, "Arial", sans-serif;
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- }
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-
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- h1 {
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- font-size: 16px;
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- margin-top: 0;
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- }
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-
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- p {
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- color: rgb(107, 114, 128);
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- font-size: 15px;
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- margin-bottom: 10px;
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- margin-top: 5px;
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- }
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-
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- .card {
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- max-width: 620px;
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- margin: 0 auto;
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- padding: 16px;
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- border: 1px solid lightgray;
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- border-radius: 16px;
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- }
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-
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- .card p:last-child {
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- margin-bottom: 0;
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  }
 
1
  body {
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+ margin: 0;
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+ background: transparent;
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+ font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }