Program Synthesis with Large Language Models

This paper explores the limits of the current generation of large language models for program synthesis in general purpose programming languages. We evaluate a collection of such models (with between 244M and 137B parameters) on two new benchmarks, MBPP and MathQA-Python, in both the few-shot and fi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Austin, Jacob, Odena, Augustus, Nye, Maxwell, Bosma, Maarten, Michalewski, Henryk, Dohan, David, Jiang, Ellen, Cai, Carrie, Terry, Michael, Le, Quoc, Sutton, Charles
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Programming Languages
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