Large Language Models

GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization
LLMs as selective surrogates that forecast GPU kernel performance to accelerate kernel search
Zaid Khan, Justin Chih-Yao Chen, Jaemin Cho, Elias Stengel-Eskin, Mohit Bansal
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An Assessment of Reported Biases and Harms of Large Language Models
Analysis of how biases and harms are reported and understood in recent LLM papers - ICA 2024 (Top Paper Award)
Heesoo Jang, Jaemin Cho
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