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An 8B model can now generate scientific graphics code that rivals or surpasses the output of much larger proprietary models, thanks to a new dataset, benchmark, and reinforcement learning approach.
Forget scaling laws, targeted data engineering鈥攕pecifically multi-stage distillation and difficulty-aware sampling鈥攁llows an 8B model to outperform larger open-source financial LLMs.
Forget simplistic synthetic data: ChartVerse generates complex charts and reliable reasoning data from scratch, enabling an 8B model to outperform its 30B teacher in chart reasoning.
