@inproceedings{ijcai2025p902, title = {Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant}, author = {Lee, Jemin and Park, Sihyeong and Kwon, Jinse and Oh, Jihun and Kwon, Yongin}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {8113--8121}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/902}, url = {https://doi.org/10.24963/ijcai.2025/902}, }