G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems

9 January 2024

Papers citing "G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems"

7 / 7 papers shown

Title
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models Jinho Yang Ji-Hoon Kim Joo-Young Kim 44 0 0 01 Apr 2025
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes Youshao Xiao Lin Ju Zhenglei Zhou Siyuan Li Zhaoxin Huan ... Rujie Jiang Lin Wang Xiaolu Zhang Lei Liang Jun Zhou 34 1 0 15 Apr 2024
LiMAML: Personalization of Deep Recommender Models via Meta Learning Ruofan Wang Prakruthi Prabhakar Gaurav Srivastava Tianqi Wang Zeinab S. Jalali ... Divya Venugopalan Aman Gupta Fedor Borisyuk S. Keerthi A. Muralidharan 37 0 0 23 Feb 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review A. Vats Vinija Jain Rahul Raja Aman Chadha LRM 28 13 0 11 Feb 2024
An Adaptive Placement and Parallelism Framework for Accelerating RLHF Training Youshao Xiao Weichang Wu Zhenglei Zhou Fagui Mao Shangchun Zhao Lin Ju Lei Liang Xiaolu Zhang Jun Zhou 34 5 0 19 Dec 2023
Rethinking Memory and Communication Cost for Efficient Large Language Model Training Chan Wu Hanxiao Zhang Lin Ju Jinjing Huang Youshao Xiao ... Siyuan Li Fanzhuang Meng Lei Liang Xiaolu Zhang Jun Zhou 26 4 0 09 Oct 2023
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 362 11,684 0 09 Mar 2017