Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's GPT-4 with Self-Hosted Open Source SLMs in Production. - Chandra Irugalbandara; Ashish Mahendra; Roland Daynauth; Tharuka Kasthuri Arachchige; Krisztián Flautner; Lingjia Tang; Yiping Kang; Jason Mars (CoRR, 2023)

Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production. - Chandra Irugalbandara; Ashish Mahendra; Roland Daynauth; Tharuka Kasthuri Arachchige; Jayanaka L. Dantanarayana; Krisztián Flautner; Lingjia Tang; Yiping Kang; Jason Mars (ISPASS, 2024)

LLMs are Meaning-Typed Code Constructs. - Jason Mars; Yiping Kang; Jayanaka L. Dantanarayana; Chandra Irugalbandara; Kugesan Sivasothynathan; Lingjia Tang (CoRR, 2024)

Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation. - Chandra Irugalbandara (CoRR, 2024)