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README.md
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# 🧵 Thimble
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**A 48M-parameter tool-calling model that beats [Needle 2](https://cactuscompute.com/needle)
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on 3 of its 5 published benchmarks — including
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[**GitHub (code, evals, full experimental record)**](https://github.com/nikshepsvn/thimble) · MIT · 48.12M params · 11.5MB at 2-bit · $260 total build cost
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# 🧵 Thimble
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**A 48M-parameter tool-calling model that beats [Needle 2](https://cactuscompute.com/needle)
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on 3 of its 5 published benchmarks — including their toughest, Seal-Tools — with 150× less training data.**
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[**GitHub (code, evals, full experimental record)**](https://github.com/nikshepsvn/thimble) · MIT · 48.12M params · 11.5MB at 2-bit · $260 total build cost
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