Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices

22 March 2024

Papers citing "Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices"

3 / 3 papers shown

Title
AdaRankGrad: Adaptive Gradient-Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning Yehonathan Refael Jonathan Svirsky Boris Shustin Wasim Huleihel Ofir Lindenbaum 47 3 0 31 Dec 2024
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,007 0 31 Dec 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,833 0 17 Sep 2019