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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">study</a> |
| <a href="sources.html">sources</a> |
| <a href="msc.html">MSc</a> |
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| <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> |
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| <pre>python3 studies/run.py test</pre> |
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| 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 |
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| <p class="meta"><a href="index.html">← home</a></p> |
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