Summary of Modegpt: Modular Decomposition For Large Language Model Compression, by Chi-heng Lin et al.
MoDeGPT: Modular Decomposition for Large Language Model Compressionby Chi-Heng Lin, Shangqian Gao, James Seale Smith,…
Summary of A Mean Field Ansatz For Zero-shot Weight Transfer, by Xingyuan Chen et al.
A Mean Field Ansatz for Zero-Shot Weight Transferby Xingyuan Chen, Wenwei Kuang, Lei Deng, Wei…
Summary of Jpeg-lm: Llms As Image Generators with Canonical Codec Representations, by Xiaochuang Han et al.
JPEG-LM: LLMs as Image Generators with Canonical Codec Representationsby Xiaochuang Han, Marjan Ghazvininejad, Pang Wei…
Summary of Benchmarking the Capabilities Of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors, by Usman Syed et al.
Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning…
Summary of Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment, by Karel D’oosterlinck et al.
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignmentby Karel D'Oosterlinck, Winnie Xu, Chris…
Summary of Eigen Attention: Attention in Low-rank Space For Kv Cache Compression, by Utkarsh Saxena et al.
Eigen Attention: Attention in Low-Rank Space for KV Cache Compressionby Utkarsh Saxena, Gobinda Saha, Sakshi…
Summary of Ba-lora: Bias-alleviating Low-rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models, by Yupeng Chang et al.
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Modelsby Yupeng Chang, Yi…
Summary of Efficacy Of Large Language Models in Systematic Reviews, by Aaditya Shah and Shridhar Mehendale and Siddha Kanthi
Efficacy of Large Language Models in Systematic Reviewsby Aaditya Shah, Shridhar Mehendale, Siddha KanthiFirst submitted…
Summary of Risks, Causes, and Mitigations Of Widespread Deployments Of Large Language Models (llms): a Survey, by Md Nazmus Sakib et al.
Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Surveyby Md…
Summary of Tree Attention: Topology-aware Decoding For Long-context Attention on Gpu Clusters, by Vasudev Shyam et al.
Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clustersby Vasudev Shyam, Jonathan Pilault, Emily…