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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>study · xai</title>
<link rel="stylesheet" href="style.css">
</head>
<body>

<h1>study path</h1>
<p class="meta">~1–2 days · offline · no invented numbers</p>
<nav class="meta">
  <a href="index.html">home</a>
  <a href="inkling.html">Inkling</a>
  <a href="kimi-k3.html">Kimi K3</a>
  <a href="compare.html">compare</a>
  <a href="study.html">study</a>
  <a href="sources.html">sources</a>
  <a href="msc.html">MSc</a>
</nav>

<hr>

<ol>
  <li>map — this portal · <a href="sources.html">sources</a> · dataset dashboard</li>
  <li>Inkling — SPEC → arch → modular_inkling.py</li>
  <li>Kimi K3 — SPEC → lineage → KDA → API → limits</li>
  <li>compare — long-ctx bet · MoE for production · what to fine-tune</li>
  <li>MSc — notebook when data is local</li>
</ol>

<pre>python3 studies/run.py test</pre>

<p class="meta">
  Inkling: 975B/41B · 6/256+2 · relative · SWA · image+audio · 1M<br>
  Kimi K3: 2.8T · 16/896 · KDA+AttnRes · 1M · active undisclosed · weights 2026-07-27
</p>

<p class="meta"><a href="index.html">← home</a></p>
</body>
</html>
<!-- xai-rev:20260717T161813Z -->