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Kozuchi Agent achieves a remarkable 74.8% success rate in software repair tasks, setting a new standard for open-weight agents in the field.
Forget fixed chunk sizes: dynamically adjusting byte compression during training unlocks more stable and performant tokenization-free hierarchical models.