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| <h1>xai</h1> |
| <p class="meta">xai = explainable AI · offline research notes · lyffseba</p> |
| <nav class="meta"> |
| <a href="START_HERE.md">START HERE</a> |
| <a href="studies/derived/DASHBOARD.md">status</a> |
| <a href="studies/STUDY.md">study</a> |
| <a href="OFFLINE.md">offline</a> |
| <a href="https://huggingface.co/spaces/lyffseba/xai">HF</a> |
| <a href="https://huggingface.co/datasets/lyffseba/xai-studies">dataset</a> |
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| <table> |
| <tr><th>id</th><th>name</th><th>status</th><th>total</th><th>active</th><th>ctx</th><th>experts</th></tr> |
| <tr> |
| <td>inkling</td> |
| <td><a href="studies/models/inkling/">Inkling</a></td> |
| <td>weights public</td> |
| <td>975B</td> |
| <td>41B</td> |
| <td>1M</td> |
| <td>6/256+2</td> |
| </tr> |
| <tr> |
| <td>kimi-k3</td> |
| <td><a href="studies/models/kimi-k3/">Kimi K3</a></td> |
| <td>API live · weights pending</td> |
| <td>2.8T</td> |
| <td>undisclosed</td> |
| <td>1M</td> |
| <td>16/896</td> |
| </tr> |
| <tr> |
| <td>laguna-s-2.1</td> |
| <td><a href="studies/models/laguna-s-2.1/">Laguna S 2.1</a></td> |
| <td>weights public</td> |
| <td>118B</td> |
| <td>8B</td> |
| <td>1M</td> |
| <td>10/256+1</td> |
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| <p> |
| <a href="studies/models/inkling/">Inkling</a> — |
| Thinking Machines MoE · relative PE · SWA/global · image+audio · |
| Hub config + transformers under <code>reference/</code>. |
| </p> |
| <p> |
| <a href="studies/models/laguna-s-2.1/">Laguna S 2.1</a> — |
| Poolside 118B-A8B · agentic coding · 10/256+1 · 12G/36SWA · |
| Hub config + modeling under <code>reference/</code>. |
| </p> |
| <p> |
| <a href="studies/models/kimi-k3/">Kimi K3</a> — |
| 2.8T LatentMoE · KDA+AttnRes · vision/video · |
| <code>facts.json</code> local · weights ETA 2026-07-27. |
| </p> |
| <p> |
| <a href="studies/shared/comparisons/inkling-vs-kimi-k3.md">compare</a> · |
| <a href="studies/shared/comparisons/laguna-s-vs-inkling-vs-kimi.md">tri-compare</a> · |
| <a href="dissertation/">MSc</a> |
| (<a href="dissertation/main.ipynb">main.ipynb</a> · vinyl · CNN + Concept Whitening) |
| </p> |
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| <hr> |
|
|
| <pre>make test |
| python3 studies/run.py test</pre> |
| <p class="meta">stdlib · no pip · no network · expect ✓ test passed</p> |
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| <p class="meta"> |
| <a href="studies/shared/GLOSSARY.md">glossary</a> · |
| <a href="https://github.com/lyffseba/xai">github</a> · |
| <code>make sync</code> · |
| last update: 2026-07-23 |
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