Summary of Pretrained Generative Language Models As General Learning Frameworks For Sequence-based Tasks, by Ben Fauber
Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasksby Ben FauberFirst submitted to…
Summary of In-context Learning Can Re-learn Forbidden Tasks, by Sophie Xhonneux et al.
In-Context Learning Can Re-learn Forbidden Tasksby Sophie Xhonneux, David Dobre, Jian Tang, Gauthier Gidel, Dhanya…
Summary of Implicit Diffusion: Efficient Optimization Through Stochastic Sampling, by Pierre Marion et al.
Implicit Diffusion: Efficient Optimization through Stochastic Samplingby Pierre Marion, Anna Korba, Peter Bartlett, Mathieu Blondel,…
Summary of Apiq: Finetuning Of 2-bit Quantized Large Language Model, by Baohao Liao et al.
ApiQ: Finetuning of 2-Bit Quantized Large Language Modelby Baohao Liao, Christian Herold, Shahram Khadivi, Christof…
Summary of Assessing the Brittleness Of Safety Alignment Via Pruning and Low-rank Modifications, by Boyi Wei et al.
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modificationsby Boyi Wei, Kaixuan Huang,…
Summary of Multi-patch Prediction: Adapting Llms For Time Series Representation Learning, by Yuxuan Bian et al.
Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learningby Yuxuan Bian, Xuan Ju, Jiangtong Li,…
Summary of L4q: Parameter Efficient Quantization-aware Fine-tuning on Large Language Models, by Hyesung Jeon et al.
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Modelsby Hyesung Jeon, Yulhwa Kim, Jae-joon KimFirst…
Summary of Source-free Domain Adaptation with Diffusion-guided Source Data Generation, by Shivang Chopra et al.
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generationby Shivang Chopra, Suraj Kothawade, Houda Aynaou, Aman…
Summary of Curvature-informed Sgd Via General Purpose Lie-group Preconditioners, by Omead Pooladzandi and Xi-lin Li
Curvature-Informed SGD via General Purpose Lie-Group Preconditionersby Omead Pooladzandi, Xi-Lin LiFirst submitted to arxiv on:…
Summary of Infllm: Training-free Long-context Extrapolation For Llms with An Efficient Context Memory, by Chaojun Xiao et al.
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memoryby Chaojun Xiao, Pengle Zhang,…