Summary of Datadreamer: a Tool For Synthetic Data Generation and Reproducible Llm Workflows, by Ajay Patel et al.
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflowsby Ajay Patel, Colin Raffel,…
Summary of Subgraph-level Universal Prompt Tuning, by Junhyun Lee et al.
Subgraph-level Universal Prompt Tuningby Junhyun Lee, Wooseong Yang, Jaewoo KangFirst submitted to arxiv on: 16…
Summary of Bitdelta: Your Fine-tune May Only Be Worth One Bit, by James Liu et al.
BitDelta: Your Fine-Tune May Only Be Worth One Bitby James Liu, Guangxuan Xiao, Kai Li,…
Summary of Recovering the Pre-fine-tuning Weights Of Generative Models, by Eliahu Horwitz et al.
Recovering the Pre-Fine-Tuning Weights of Generative Modelsby Eliahu Horwitz, Jonathan Kahana, Yedid HoshenFirst submitted to…
Summary of Rewards-in-context: Multi-objective Alignment Of Foundation Models with Dynamic Preference Adjustment, by Rui Yang et al.
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustmentby Rui Yang, Xiaoman Pan, Feng…
Summary of Self-play Fine-tuning Of Diffusion Models For Text-to-image Generation, by Huizhuo Yuan and Zixiang Chen and Kaixuan Ji and Quanquan Gu
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generationby Huizhuo Yuan, Zixiang Chen, Kaixuan Ji, Quanquan…
Summary of A Strongreject For Empty Jailbreaks, by Alexandra Souly et al.
A StrongREJECT for Empty Jailbreaksby Alexandra Souly, Qingyuan Lu, Dillon Bowen, Tu Trinh, Elvis Hsieh,…
Summary of Mim-refiner: a Contrastive Learning Boost From Intermediate Pre-trained Representations, by Benedikt Alkin and Lukas Miklautz and Sepp Hochreiter and Johannes Brandstetter
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representationsby Benedikt Alkin, Lukas Miklautz, Sepp Hochreiter,…
Summary of Parameter-tuning-free Data Entry Error Unlearning with Adaptive Selective Synaptic Dampening, by Stefan Schoepf et al.
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampeningby Stefan Schoepf, Jack Foster, Alexandra…
Summary of Loraretriever: Input-aware Lora Retrieval and Composition For Mixed Tasks in the Wild, by Ziyu Zhao et al.
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wildby Ziyu Zhao, Leilei…