Summary of Neat: Nonlinear Parameter-efficient Adaptation Of Pre-trained Models, by Yibo Zhong et al.
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Modelsby Yibo Zhong, Haoxiang Jiang, Lincan Li, Ryumei Nakada,…
Summary of Discrete Copula Diffusion, by Anji Liu et al.
Discrete Copula Diffusionby Anji Liu, Oliver Broadrick, Mathias Niepert, Guy Van den BroeckFirst submitted to…
Summary of House Of Cards: Massive Weights in Llms, by Jaehoon Oh et al.
House of Cards: Massive Weights in LLMsby Jaehoon Oh, Seungjun Shin, Dokwan OhFirst submitted to…
Summary of Not All Llm Reasoners Are Created Equal, by Arian Hosseini et al.
Not All LLM Reasoners Are Created Equalby Arian Hosseini, Alessandro Sordoni, Daniel Toyama, Aaron Courville,…
Summary of Dlp-lora: Efficient Task-specific Lora Fusion with a Dynamic, Lightweight Plugin For Large Language Models, by Yuxuan Zhang et al.
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Modelsby Yuxuan…
Summary of Speculative Coreset Selection For Task-specific Fine-tuning, by Xiaoyu Zhang et al.
Speculative Coreset Selection for Task-Specific Fine-tuningby Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Tianlin…
Summary of Layer Swapping For Zero-shot Cross-lingual Transfer in Large Language Models, by Lucas Bandarkar et al.
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Modelsby Lucas Bandarkar, Benjamin Muller, Pritish…
Summary of Flashmask: Efficient and Rich Mask Extension Of Flashattention, by Guoxia Wang et al.
FlashMask: Efficient and Rich Mask Extension of FlashAttentionby Guoxia Wang, Jinle Zeng, Xiyuan Xiao, Siming…
Summary of A Knowledge-informed Large Language Model Framework For U.s. Nuclear Power Plant Shutdown Initiating Event Classification For Probabilistic Risk Assessment, by Min Xian et al.
A Knowledge-Informed Large Language Model Framework for U.S. Nuclear Power Plant Shutdown Initiating Event Classification…
Summary of Mos: Unleashing Parameter Efficiency Of Low-rank Adaptation with Mixture Of Shards, by Sheng Wang et al.
MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shardsby Sheng Wang, Liheng Chen,…