@article{pennycoderefficientdomainspecificllmsfor, title = {PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation}, author = {Abdul Basit and Minghao Shao and Muhammad Haider Asif and Nouhaila Innan and Muhammad Kashif and Alberto Marchisio and Muhammad Shafique}, year = {2025}, eprint = {2507.19562}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.19562}, }