StarCoder2 7b for classifying developer questions

This model classifies questions in developer forums (e.g., Stack Overflow) as 'LQ_CLOSE' (low-quality), 'LQ_EDIT' (low-quality, require community edits), 'HQ' (high-quality).

• Developed by: Fabian C. Peña, Steffen Herbold
• Finetuned from: bigcode/starcoder2-7b
• Replication kit: https://github.com/aieng-lab/senlp-benchmark
• Language: English
• License: MIT

Citation

@misc{pena2025benchmark,
  author    = {Fabian Peña and Steffen Herbold},
  title     = {Evaluating Large Language Models on Non-Code Software Engineering Tasks},
  year      = {2025}
}