Summary of The Unreasonable Ineffectiveness Of the Deeper Layers, by Andrey Gromov et al.
The Unreasonable Ineffectiveness of the Deeper Layersby Andrey Gromov, Kushal Tirumala, Hassan Shapourian, Paolo Glorioso,…
Summary of A Single Linear Layer Yields Task-adapted Low-rank Matrices, by Hwichan Kim et al.
A Single Linear Layer Yields Task-Adapted Low-Rank Matricesby Hwichan Kim, Shota Sasaki, Sho Hoshino, Ukyo…
Summary of Parameter-efficient Fine-tuning For Large Models: a Comprehensive Survey, by Zeyu Han et al.
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Surveyby Zeyu Han, Chao Gao, Jinyang Liu, Jeff…
Summary of Aflora: Adaptive Freezing Of Low Rank Adaptation in Parameter Efficient Fine-tuning Of Large Models, by Zeyu Liu et al.
AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Modelsby Zeyu…
Summary of Adafish: Fast Low-rank Parameter-efficient Fine-tuning by Using Second-order Information, By Jiang Hu et al.
AdaFish: Fast low-rank parameter-efficient fine-tuning by using second-order informationby Jiang Hu, Quanzheng LiFirst submitted to…
Summary of Adapt to Robustify Prompt Tuning Vision Transformers, by Masih Eskandar et al.
ADAPT to Robustify Prompt Tuning Vision Transformersby Masih Eskandar, Tooba Imtiaz, Zifeng Wang, Jennifer DyFirst…
Summary of Finllama: Financial Sentiment Classification For Algorithmic Trading Applications, by Thanos Konstantinidis et al.
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applicationsby Thanos Konstantinidis, Giorgos Iacovides, Mingxue Xu, Tony…
Summary of Improving Lora in Privacy-preserving Federated Learning, by Youbang Sun et al.
Improving LoRA in Privacy-preserving Federated Learningby Youbang Sun, Zitao Li, Yaliang Li, Bolin DingFirst submitted…
Summary of Parameter Efficient Reinforcement Learning From Human Feedback, by Hakim Sidahmed and Samrat Phatale and Alex Hutcheson and Zhuonan Lin and Zhang Chen and Zac Yu and Jarvis Jin and Simral Chaudhary and Roman Komarytsia and Christiane Ahlheim and Yonghao Zhu and Bowen Li and Saravanan Ganesh and Bill Byrne and Jessica Hoffmann and Hassan Mansoor and Wei Li and Abhinav Rastogi and Lucas Dixon
Parameter Efficient Reinforcement Learning from Human Feedbackby Hakim Sidahmed, Samrat Phatale, Alex Hutcheson, Zhuonan Lin,…
Summary of Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk, by Zhangheng Li et al.
Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Riskby Zhangheng Li, Junyuan…