AINeutralarXiv – CS AI · Mar 124/10
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There Are No Silly Questions: Evaluation of Offline LLM Capabilities from a Turkish Perspective
A study evaluates offline large language models for Turkish heritage language education, testing 14 models from 270M to 32B parameters using a Turkish Anomaly Suite. The research finds that 8B-14B parameter reasoning-oriented models offer the best cost-safety balance for educational use, while model size alone doesn't determine anomaly resistance.