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。关于这个话题，新收录的资料提供了深入分析
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Figure 1: Phi-4-reasoning-vision-15B presents a compelling option compared to existing models, pushing the pareto-frontier of the tradeoff between accuracy and compute costs. We have competitive performance to much slower models that require more time and tokens and higher accuracy than similarly fast models. These values were computed by averaging accuracy, time, and output token-counts for a subset of 4 benchmarks: ChartQA_TEST, MathVista_MINI, MMMU_VAL, and ScreenSpot_v2, where we had logged these values.
，这一点在PDF资料中也有详细论述
无独有偶，在地球的另一边，有人的思考维度更为“狂野”。
Achieving innovation reliably。业内人士推荐新收录的资料作为进阶阅读