Summary of Concept Boundary Vectors, by Thomas Walker
Concept Boundary Vectorsby Thomas WalkerFirst submitted to arxiv on: 20 Dec 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…
Summary of Time Will Tell: Timing Side Channels Via Output Token Count in Large Language Models, by Tianchen Zhang et al.
Time Will Tell: Timing Side Channels via Output Token Count in Large Language Modelsby Tianchen…
Summary of Maximize Your Data’s Potential: Enhancing Llm Accuracy with Two-phase Pretraining, by Steven Feng et al.
Maximize Your Data’s Potential: Enhancing LLM Accuracy with Two-Phase Pretrainingby Steven Feng, Shrimai Prabhumoye, Kezhi…
Summary of Tokenphormer: Structure-aware Multi-token Graph Transformer For Node Classification, by Zijie Zhou et al.
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classificationby Zijie Zhou, Zhaoqi Lu, Xuekai Wei, Rongqin…
Summary of Tinyllm: a Framework For Training and Deploying Language Models at the Edge Computers, by Savitha Viswanadh Kandala et al.
TinyLLM: A Framework for Training and Deploying Language Models at the Edge Computersby Savitha Viswanadh…
Summary of Adaptive Pruning For Large Language Models with Structural Importance Awareness, by Haotian Zheng et al.
Adaptive Pruning for Large Language Models with Structural Importance Awarenessby Haotian Zheng, Jinke Ren, Yushan…
Summary of How to Synthesize Text Data Without Model Collapse?, by Xuekai Zhu et al.
How to Synthesize Text Data without Model Collapse?by Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan…
Summary of Hashattention: Semantic Sparsity For Faster Inference, by Aditya Desai et al.
HashAttention: Semantic Sparsity for Faster Inferenceby Aditya Desai, Shuo Yang, Alejandro Cuadron, Ana Klimovic, Matei…
Summary of E-car: Efficient Continuous Autoregressive Image Generation Via Multistage Modeling, by Zhihang Yuan et al.
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modelingby Zhihang Yuan, Yuzhang Shang, Hanling Zhang,…
Summary of Fastvlm: Efficient Vision Encoding For Vision Language Models, by Pavan Kumar Anasosalu Vasu et al.
FastVLM: Efficient Vision Encoding for Vision Language Modelsby Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang…