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| <h1>Sources & method</h1> |
| <p class="meta">how this monorepo stays honest</p> |
| <p class="nav"> |
| <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 path</a> |
| <a href="sources.html" class="active">sources</a> |
| <a href="msc.html">MSc</a> |
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| <h2>Rules</h2> |
| <ol> |
| <li><strong>Primary sources only</strong> for numbers — Hub config, official model cards, blogs, platform docs, papers.</li> |
| <li><strong>derived/</strong> is generated from <code>reference/</code> — re-run <code>make check</code>, do not invent SPECs.</li> |
| <li><strong>Unknown stays unknown</strong> — e.g. K3 active params marked undisclosed until the tech report.</li> |
| <li><strong>Secondary blogs</strong> may appear as background, never as sole authority for architecture claims.</li> |
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| <h2>Inkling primaries (vendored)</h2> |
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| <li>Hub: <a href="https://huggingface.co/thinkingmachines/Inkling">thinkingmachines/Inkling</a> — <code>config.json</code>, model card, chat template</li> |
| <li>transformers: <code>src/transformers/models/inkling/*</code> (modular + modeling)</li> |
| <li>Local path: <code>studies/models/inkling/reference/</code></li> |
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| <h2>Kimi K3 primaries (vendored)</h2> |
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| <li>Blog: <a href="https://www.kimi.com/blog/kimi-k3">kimi.com/blog/kimi-k3</a></li> |
| <li>API docs: <a href="https://platform.kimi.ai/docs/guide/kimi-k3-quickstart">platform.kimi.ai</a></li> |
| <li>KDA lineage: <a href="https://arxiv.org/abs/2510.26692">arXiv:2510.26692</a> (Kimi Linear)</li> |
| <li>Prior gen: <a href="https://huggingface.co/moonshotai/Kimi-K2.6">moonshotai/Kimi-K2.6</a> Hub config</li> |
| <li>Curated: <code>studies/models/kimi-k3/reference/facts.json</code></li> |
| </ul> |
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| <h2>Tooling contract</h2> |
| <pre>python3 studies/run.py test |
| # → validate each package against summary/facts |
| # → rebuild monorepo dashboard |
| # → enforce package layout contract</pre> |
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| <p class="meta"> |
| Full handbooks live in the |
| <a href="https://huggingface.co/datasets/lyffseba/xai-studies">dataset</a> |
| and private |
| <a href="https://github.com/lyffseba/xai">GitHub monorepo</a>. |
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