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<title>study · xai</title>
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<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="laguna.html">Laguna</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></li>
<li>Inkling — SPEC → modular_inkling.py</li>
<li>Laguna — SPEC → layer schedule → serve/thinking</li>
<li>Kimi K3 — SPEC → KDA → API → limits</li>
<li>compare · MSc when ready</li>
</ol>
<pre>python3 studies/run.py test</pre>
<p class="meta">
Inkling: 975B/41B · 6/256+2 · 1M<br>
Laguna S 2.1: 118B/8B · 10/256+1 · 1M<br>
Kimi K3: 2.8T · 16/896 · 1M · active undisclosed
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<p class="meta"><a href="index.html">← home</a></p>
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