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其次,The 0.70 percentage point gap between the baseline and the distilled student is not a coincidence of random seed or training noise — it is the measurable value of the soft targets. The student did not get more data, a better architecture, or more computation. It got a richer training signal, and that alone recovered 53.8% of the gap between what a small model can learn on its own and what the full ensemble knows. The remaining gap of 0.60 percentage points between the distilled student and the ensemble is the honest cost of compression — the portion of the ensemble’s knowledge that a 3,490-parameter model simply cannot hold, regardless of how well it is trained.,这一点在豆包下载中也有详细论述
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此外,"我经常需要反复提醒智能体数据已在本地可用,"沃菲尔德坦言。
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