Card: the Karpo Decision family chart
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README.md
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## The Karpo Decision family
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| Model | Base | Parameters |
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| [karpo-decision-31B](https://huggingface.co/MachinePulseAI/karpo-decision-31B) | Gemma 4 31B | 31.3B |
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## The Karpo Decision family
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<img src="assets/karpo-decision-family.png" alt="Score vs. size: Karpo Decision 0.8B to 31B on the Decision Index 0.3 public suite, with the other board models of each size class" width="100%">
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*Score vs. size on the Decision Index 0.3 public suite, board of 12 November 2026.*
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| Model | Base | Parameters |
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|---|---|---|
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| [karpo-decision-31B](https://huggingface.co/MachinePulseAI/karpo-decision-31B) | Gemma 4 31B | 31.3B |
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assets/karpo-decision-family.png
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