KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language
Models via Knowledge Distillation

KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation

13 September 2021

Marzieh S. Tahaei

Mehdi Rezagholizadeh

Papers citing "KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation"

10 / 10 papers shown

Title
TQCompressor: improving tensor decomposition methods in neural networks via permutations V. Abronin A. Naumov D. Mazur D. Bystrov K. Tsarova Ar. Melnikov Ivan V. Oseledets S. Dolgov R. Brasher M. Perelshtein 28 6 0 29 Jan 2024
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning Han Guo P. Greengard Eric P. Xing Yoon Kim MQ 36 43 0 20 Nov 2023
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation Yixiao Li Yifan Yu Qingru Zhang Chen Liang Pengcheng He Weizhu Chen Tuo Zhao 44 66 0 20 Jun 2023
CAMeMBERT: Cascading Assistant-Mediated Multilingual BERT Dan DeGenaro Jugal Kalita 27 0 0 22 Dec 2022
Parameter-efficient Model Adaptation for Vision Transformers Xuehai He Chunyuan Li Pengchuan Zhang Jianwei Yang Qing Guo 30 84 0 29 Mar 2022
Kronecker Decomposition for GPT Compression Ali Edalati Marzieh S. Tahaei Ahmad Rashid V. Nia J. Clark Mehdi Rezagholizadeh 36 33 0 15 Oct 2021
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation Md. Akmal Haidar Nithin Anchuri Mehdi Rezagholizadeh Abbas Ghaddar Philippe Langlais Pascal Poupart 31 22 0 21 Sep 2021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 221 197 0 07 Feb 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 1,821 0 17 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018