Summary of Optimization and Scalability Of Collaborative Filtering Algorithms in Large Language Models, by Haowei Yang et al.
Optimization and Scalability of Collaborative Filtering Algorithms in Large Language Modelsby Haowei Yang, Longfei Yun,…
Summary of Compression For Better: a General and Stable Lossless Compression Framework, by Boyang Zhang et al.
Compression for Better: A General and Stable Lossless Compression Frameworkby Boyang Zhang, Daning Cheng, Yunquan…
Summary of Llmcbench: Benchmarking Large Language Model Compression For Efficient Deployment, by Ge Yang et al.
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deploymentby Ge Yang, Changyi He, Jinyang Guo,…
Summary of Eora: Training-free Compensation For Compressed Llm with Eigenspace Low-rank Approximation, by Shih-yang Liu et al.
EoRA: Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximationby Shih-Yang Liu, Maksim Khadkevich, Nai…
Summary of Fine-tuning and Deploying Large Language Models Over Edges: Issues and Approaches, by Yanjie Dong et al.
Fine-Tuning and Deploying Large Language Models Over Edges: Issues and Approachesby Yanjie Dong, Haijun Zhang,…
Summary of Q-dit: Accurate Post-training Quantization For Diffusion Transformers, by Lei Chen et al.
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformersby Lei Chen, Yuan Meng, Chen Tang, Xinzhu Ma,…
Summary of Pruning Via Merging: Compressing Llms Via Manifold Alignment Based Layer Merging, by Deyuan Liu et al.
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Mergingby Deyuan Liu, Zhanyue Qin,…
Summary of Trio-vit: Post-training Quantization and Acceleration For Softmax-free Efficient Vision Transformer, by Huihong Shi et al.
Trio-ViT: Post-Training Quantization and Acceleration for Softmax-Free Efficient Vision Transformerby Huihong Shi, Haikuo Shao, Wendong…
Summary of On Linearizing Structured Data in Encoder-decoder Language Models: Insights From Text-to-sql, by Yutong Shao and Ndapa Nakashole
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQLby Yutong Shao, Ndapa NakasholeFirst…
Summary of Streamlining Redundant Layers to Compress Large Language Models, by Xiaodong Chen et al.
Streamlining Redundant Layers to Compress Large Language Modelsby Xiaodong Chen, Yuxuan Hu, Jing Zhang, Yanling…