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Evaluating the role of pretraining dataset size and diversity on single-cell foundation model performance

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The success of transformer-based foundation models on natural language and images has motivated their use in single-cell biology. Single-cell foundation models have been trained on increasingly larger transcriptomic datasets, scaling from initial studies with ... ...