A knowledge-element density and coverage scorer selects pre-training data that improves LLM performance on knowledge-intensive and general understanding benchmarks by 2 to 3 points.
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Enhancing LLMs via High-Knowledge Data Selection
A knowledge-element density and coverage scorer selects pre-training data that improves LLM performance on knowledge-intensive and general understanding benchmarks by 2 to 3 points.