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Data Filtering on OpenWebText Climate

96.7Balanced AccSIEVE
88.58890.69492.894.906Oct 3, 2024

Evaluation results

MethodLinks
SIEVE#Queries to GPT-4o=7.5K, Lightweight Model Cost=$80, Total Cost=$1202024.1096.7
GPT-4o#Queries to GPT-4o=13.5M, Lightweight Model Cost=$0, Total Cost=$67,0002024.1096.6
GPT-3.5-Turbo#Queries to GPT-4o=13.5M, Lightweight Model Cost=$0, Total Cost=$13,0002024.1088.9