Mohammed Afzal

EduAssist: Evaluating a Locally Deployed Large Language Model for Educational Document Summarization

E EduAssist, an experimental framework for evaluating a locally deployed Qwen3:1.7B model for educational document summarization, provides exploratory empirical evidence for the feasibility of local educational document summarization using the evaluated Qwen3:1.7B configuration while highlighting the need for larger datasets, model comparisons, independent reference summaries, and human evaluation.