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Ecole Polytechnique F茅d茅rale de Lausanne (EPFL), IdePHICS Lab, CH-1015 Lausanne, Switzerland
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Forget knowledge distillation: pre-training ColBERT from scratch on public data alone beats models distilled from stronger, closed-source single-vector baselines.
