| @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}} |
| } |
| |
