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Owner: Ouafae Karmouda
Apr 26, 2024
  • Abstract
  • Technology

The PROGRESS project is dedicated to the advancement of automated test case generation, currently a manual and time-intensive process. This initiative leverages Language Model Large (LLMs) technologies. However, the field of prompt engineering, while valuable, presents certain constraints that necessitate further refinement of LLMs for optimal performance. Our research specifically targets smaller-scale LLMs, employing sophisticated fine-tuning methodologies that consider the inherent limitations posed by the size of these models. Our approach ensures efficiency and effectiveness in automating test case generation, setting a benchmark in the field.