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Soft reweighting in FiRe-OPD not only preserves critical information but also boosts optimization stability, leading to unprecedented performance improvements in on-policy distillation.
VLMs still struggle to generate code for complex, multi-panel charts from real-world data, despite excelling on simpler benchmarks.
