Summary of Mind Your Step (by Step): Chain-of-thought Can Reduce Performance on Tasks Where Thinking Makes Humans Worse, by Ryan Liu et al.
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans…
Summary of Fusedinf: Efficient Swapping Of Dnn Models For On-demand Serverless Inference Services on the Edge, by Sifat Ut Taki et al.
FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the Edgeby Sifat…
Summary of Flaming-hot Initiation with Regular Execution Sampling For Large Language Models, by Weizhe Chen et al.
Flaming-hot Initiation with Regular Execution Sampling for Large Language Modelsby Weizhe Chen, Zhicheng Zhang, Guanlin…
Summary of Blast: Block-level Adaptive Structured Matrices For Efficient Deep Neural Network Inference, by Changwoo Lee et al.
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inferenceby Changwoo Lee, Soo Min…
Summary of Neuro-symbolic Learning Yielding Logical Constraints, by Zenan Li et al.
Neuro-symbolic Learning Yielding Logical Constraintsby Zenan Li, Yunpeng Huang, Zhaoyu Li, Yuan Yao, Jingwei Xu,…
Summary of Transferable Post-training Via Inverse Value Learning, by Xinyu Lu et al.
Transferable Post-training via Inverse Value Learningby Xinyu Lu, Xueru Wen, Yaojie Lu, Bowen Yu, Hongyu…
Summary of Beyond Autoregression: Fast Llms Via Self-distillation Through Time, by Justin Deschenaux et al.
Beyond Autoregression: Fast LLMs via Self-Distillation Through Timeby Justin Deschenaux, Caglar GulcehreFirst submitted to arxiv…
Summary of Mrt5: Dynamic Token Merging For Efficient Byte-level Language Models, by Julie Kallini et al.
MrT5: Dynamic Token Merging for Efficient Byte-level Language Modelsby Julie Kallini, Shikhar Murty, Christopher D.…
Summary of Kd-lora: a Hybrid Approach to Efficient Fine-tuning with Lora and Knowledge Distillation, by Rambod Azimi et al.
KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillationby Rambod Azimi, Rishav…
Summary of Codes: Benchmarking Coupled Ode Surrogates, by Robin Janssen et al.
CODES: Benchmarking Coupled ODE Surrogatesby Robin Janssen, Immanuel Sulzer, Tobias BuckFirst submitted to arxiv on:…