On most RDF and SPARQL engineering tasks, larger open LLMs score higher, but plateau, ceiling, and occasional intra-family drops mean bigger is not always better.
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How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance
On most RDF and SPARQL engineering tasks, larger open LLMs score higher, but plateau, ceiling, and occasional intra-family drops mean bigger is not always better.