Tied-Lora: Enhacing parameter efficiency of LoRA with weight tying. - Adithya Renduchintala; Tugrul Konuk; Oleksii Kuchaiev (CoRR, 2023)

Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying. - Adithya Renduchintala; Tugrul Konuk; Oleksii Kuchaiev (NAACL-HLT, 2024)

Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment. - Shengyang Sun; Yian Zhang; Alexander Bukharin; David Mosallanezhad; Jiaqi Zeng; Soumye Singhal; Gerald Shen; Adithya Renduchintala; Tugrul Konuk; Yi Dong; Zhilin Wang; Dmitry Chichkov; et al. (CoRR, 2025)

Llama-Nemotron: Efficient Reasoning Models. - Akhiad Bercovich; Itay Levy; Izik Golan; Mohammad Dabbah; Ran El-Yaniv; Omri Puny; Ido Galil; Zach Moshe; Tomer Ronen; Najeeb Nabwani; Ido Shahaf; Oren Tropp; et al. (CoRR, 2025)