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www.megavideomerlino.com fotogalleria /Albatros/Torneo/zafferana2010073031/
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autore: Antonino Tornatore Copyright 2005 - 2026
3139 migration. The examine formalizes and evaluates twelve token optimization strategies: baseline representation,
3140 context pruning, minification, DSL-based semantic compression, metadata
3141 augmentation, context refactoring, schema distillation, adaptive routing, AST-primarily based
3142 minification, identifier masking, output constraint enforcement, and
3143 hybrid optimization. The strategies are evaluated on samples of
3144 10 and one hundred Oracle SQL queries utilizing Valid Syntax Rate, Exact Match, Semantic Match, CodeBLEU, and Token Efficiency.
3145 The results present that mild context pruning preserves semantic quality virtually at the baseline stage, attaining
3146 89.75% Semantic Match on the 100-query sample compared with 89.80% for the unoptimized baseline.
