Inkling-Small, Thinking Machines’ 12B-active / 276B open mixture-of-experts model that out-reasons its own 3.5× bigger flagship

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Chapters

1. 1Inkling-Small0:00
2. 2276 billion parameters. About 12 billion fire per word.0:12
3. 3The smaller sibling wins the hard rows0:38
4. 4Total is the library. Active is the thinking.1:13
5. 5Cut the library, keep the thinking1:48
6. 6Wins reasoning, loses recall, overall a wash2:17
7. 7Open weights, Apache 2.0, on Hugging Face2:50
8. 8Size is two numbers. The reasoning is in the small one.3:06