xai portal: study.html
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study.html
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<body>
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<div class="wrap">
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<h1>
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<p class="meta">~1–2 days · offline · no invented numbers</p>
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<
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<a href="index.html">home</a>
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<a href="inkling.html">Inkling</a>
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<a href="kimi-k3.html">Kimi K3</a>
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<a href="compare.html">compare</a>
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<a href="study.html"
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<a href="sources.html">sources</a>
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<a href="msc.html">MSc</a>
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</li>
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<li>
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<strong>Inkling deep (half day)</strong> —
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map → SPEC → architecture → modular walkthrough with vendored <code>modular_inkling.py</code>
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</li>
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<li>
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<strong>Kimi K3 deep (half day)</strong> —
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map → SPEC + lineage → KDA notes → API protocol → limitations / open questions
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</li>
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<li>
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<strong>Compare again (30 min)</strong> —
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<a href="compare.html">comparison</a>; answer: which long-context bet? which MoE story for production? what would you fine-tune first?
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</li>
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<strong>MSc (optional)</strong> —
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<a href="msc.html">dissertation</a> · notebook needs local data + TF/Keras to run
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</li>
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</ol>
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<
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<pre>python3 studies/run.py test
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# expect: validate OK inkling · validate OK kimi-k3 · package check OK</pre>
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</ul>
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</div>
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</body>
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</html>
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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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<title>study · xai</title>
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<link rel="stylesheet" href="style.css">
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</head>
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<body>
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<h1>study path</h1>
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<p class="meta">~1–2 days · offline · no invented numbers</p>
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<nav class="meta">
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<a href="index.html">home</a>
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<a href="inkling.html">Inkling</a>
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<a href="kimi-k3.html">Kimi K3</a>
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<a href="compare.html">compare</a>
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<a href="study.html">study</a>
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<a href="sources.html">sources</a>
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<a href="msc.html">MSc</a>
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</nav>
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<hr>
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<ol>
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<li>map — this portal · <a href="sources.html">sources</a> · dataset dashboard</li>
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<li>Inkling — SPEC → arch → modular_inkling.py</li>
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<li>Kimi K3 — SPEC → lineage → KDA → API → limits</li>
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<li>compare — long-ctx bet · MoE for production · what to fine-tune</li>
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<li>MSc — notebook when data is local</li>
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</ol>
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<pre>python3 studies/run.py test</pre>
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<p class="meta">
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Inkling: 975B/41B · 6/256+2 · relative · SWA · image+audio · 1M<br>
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Kimi K3: 2.8T · 16/896 · KDA+AttnRes · 1M · active undisclosed · weights 2026-07-27
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</p>
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<p class="meta"><a href="index.html">← home</a></p>
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</body>
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</html>
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