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| <h1>Study path</h1> |
| <p class="meta">~1–2 days · offline · no invented numbers</p> |
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| <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" class="active">study path</a> |
| <a href="sources.html">sources</a> |
| <a href="msc.html">MSc</a> |
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| <strong>Map (20 min)</strong> — |
| this portal · |
| <a href="sources.html">sources</a> · |
| <a href="https://huggingface.co/datasets/lyffseba/xai-studies/blob/main/studies/derived/DASHBOARD.md">dashboard</a> |
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| <strong>Inkling deep (half day)</strong> — |
| map → SPEC → architecture → modular walkthrough with vendored <code>modular_inkling.py</code> |
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| <strong>Kimi K3 deep (half day)</strong> — |
| map → SPEC + lineage → KDA notes → API protocol → limitations / open questions |
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| <strong>Compare again (30 min)</strong> — |
| <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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| <strong>MSc (optional)</strong> — |
| <a href="msc.html">dissertation</a> · notebook needs local data + TF/Keras to run |
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| <h2>Offline verify</h2> |
| <pre>python3 studies/run.py test |
| # expect: validate OK inkling · validate OK kimi-k3 · package check OK</pre> |
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| <h2>One-liner facts</h2> |
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| <li><strong>Inkling:</strong> ~975B / 41B · 6/256+2 · relative PE · SWA/global · image+audio · 1M</li> |
| <li><strong>Kimi K3:</strong> 2.8T · 16/896 · KDA+AttnRes · vision/video · 1M · active undisclosed · weights ETA 2026-07-27</li> |
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