@article{qlora, author = {Dettmers, Tim and Pagnoni, Artidoro and Holtzman, Ari and Zettlemoyer, Luke}, title = {{QLoRA}: Efficient Finetuning of Quantized {LLMs}}, journal = {Advances in Neural Information Processing Systems}, year = {2023}, url = {https://arxiv.org/abs/2305.14314} } @article{lora, author = {Hu, Edward J. and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu}, title = {{LoRA}: Low-Rank Adaptation of Large Language Models}, journal = {arXiv preprint arXiv:2106.09685}, year = {2021}, url = {https://arxiv.org/abs/2106.09685} } @techreport{qwen2.5, author = {Bai, Jinze and Bai, Shuai and Chu, Yunfei and others}, title = {{Qwen2.5} Technical Report}, institution = {Alibaba Cloud}, year = {2024}, url = {https://qwenlm.github.io/blog/qwen2.5/} } @article{dpo, author = {Rafailov, Rafael and Sharma, Archit and Mitchell, Eric and Ermon, Stefano and Manning, Christopher D. and Finn, Chelsea}, title = {Direct Preference Optimization: Your Language Model is Secretly a Reward Model}, journal = {Advances in Neural Information Processing Systems}, year = {2023}, url = {https://arxiv.org/abs/2305.18290} } @misc{ctibench, author = {Liu, Renjie and Roberts, Kirk and Zhang, Dehua and others}, title = {{CTIBench}: A Benchmark for Evaluating {LLM}s in Cyber Threat Intelligence}, year = {2024}, eprint = {2406.07599}, archivePrefix = {arXiv}, primaryClass = {cs.CR} } @misc{ghostnet2026, author = {Pic\'on, Jos\'e}, title = {{GhostNet} Intelligence Platform}, year = {2026}, howpublished = {\url{https://neural-ghost.com}} }