PPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning
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Not all training samples contribute equally to large language model fine-tuning. Selecting informative training samples can reduce the computational cost while preserving downstream performance. Many existing data selection methods rely on indirect…
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