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Chinmay Singh

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#artificial intelligence Preprint Sep 2026

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

We present FrogNano, a 4B coding agent designed to tackle software engineering (SWE) tasks efficiently and effectively, even under resource-constrained environments. It is post-trained exclusively via RL on around 1,500 SWE environments with synthetic tasks. A key ingredient for improving performance is an online task...

Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza et al. · 2 citations

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