Summary of Aser: Activation Smoothing and Error Reconstruction For Large Language Model Quantization, by Weibo Zhao et al.
ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantizationby Weibo Zhao, Yubin Shi,…
Summary of Efficient Federated Finetuning Of Tiny Transformers with Resource-constrained Devices, by Kilian Pfeiffer et al.
Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devicesby Kilian Pfeiffer, Mohamed Aboelenien Ahmed, Ramin…
Summary of Federated Low-rank Adaptation with Differential Privacy Over Wireless Networks, by Tianqu Kang et al.
Federated Low-Rank Adaptation with Differential Privacy over Wireless Networksby Tianqu Kang, Zixin Wang, Hengtao He,…
Summary of Llm-neo: Parameter Efficient Knowledge Distillation For Large Language Models, by Runming Yang et al.
LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Modelsby Runming Yang, Taiqiang Wu, Jiahao Wang,…
Summary of Federated Llms Fine-tuned with Adaptive Importance-aware Lora, by Yang Su et al.
Federated LLMs Fine-tuned with Adaptive Importance-Aware LoRAby Yang Su, Na Yan, Yansha DengFirst submitted to…
Summary of Online-lora: Task-free Online Continual Learning Via Low Rank Adaptation, by Xiwen Wei et al.
Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptationby Xiwen Wei, Guihong Li, Radu MarculescuFirst…
Summary of Variational Low-rank Adaptation Using Ivon, by Bai Cong et al.
Variational Low-Rank Adaptation Using IVONby Bai Cong, Nico Daheim, Yuesong Shen, Daniel Cremers, Rio Yokota,…
Summary of Llm-r: a Framework For Domain-adaptive Maintenance Scheme Generation Combining Hierarchical Agents and Rag, by Laifa Tao et al.
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAGby Laifa Tao,…
Summary of Hollowed Net For On-device Personalization Of Text-to-image Diffusion Models, by Wonguk Cho et al.
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Modelsby Wonguk Cho, Seokeon Choi, Debasmit Das,…
Summary of Ef-llm: Energy Forecasting Llm with Ai-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection, by Zihang Qiu et al.
EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detectionby Zihang Qiu, Chaojie…