LoRA Fine-Tuned Models for Control Systems Course Q&A: A Multidimensional Evaluation of Model Scale and Rank Effects

arXiv:2609.13918 · cs.AI, cs.SY, eess.SY · Submitted 2026-09-12 · Read on arXiv

cs.AI, cs.SY, eess.SY

Submitted: 2026-09-12

Updated: 2026-09-12

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Consistency — 1× in this paper · explained in 3 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Parameter Efficiency — 1× in this paper · explained in 3 episodes

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