An Independent Safety Evaluation of Kimi K2.5

Zheng-Xin Yong* , Parv Mahajan* , Andy Wang , Ida Caspary , Yernat Yestekov , Zora Che , Mosh Levy , Elle Najt , Dennis Murphy , Prashant Kulkarni , Lev McKinney , Kei Nishimura-Gasparian , Ram Potham , Aengus Lynch , Michael L. Chen

Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training

Zheng-Xin Yong , Stephen H Bach

The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It

Zheng-Xin Yong , Beyza Ermis , Marzieh Fadaee , Stephen H Bach , Julia Kreutzer

Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks

Samuele Poppi , Zheng-Xin Yong , Yifei He , Bobbie Chern , Han Zhao , Aobo Yang , Jianfeng Chi

Preference Tuning For Toxicity Mitigation Generalizes Across Languages

Xiaochen Li* , Zheng-Xin Yong* , Stephen H Bach

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Ahmet Ustun* , Viraat Aryabumi* , Zheng-Xin Yong* , Wei-Yin Ko* , Daniel D'souza* , Gbemileke Onilude , Neel Bhandari , Shivalika Singh , Hui-Lee Ooi , Amr Kayid , Freddie Vargus , Phil Blunsom , Shayne Longpre , Niklas Muennighoff , Marzieh Fadaee , Julia Kreutzer , Sara Hooker

Low-Resource Languages Jailbreak GPT-4

Zheng-Xin Yong , Cristina Menghini , Stephen H Bach