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Lory: Fully Differentiable Mixture-of-Experts for Autoregressive
  Language Model Pre-training

Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training

6 May 2024
Zexuan Zhong
Mengzhou Xia
Danqi Chen
Mike Lewis
    MoE
ArXivPDFHTML

Papers citing "Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training"

8 / 8 papers shown
Title
CAMEx: Curvature-aware Merging of Experts
CAMEx: Curvature-aware Merging of Experts
Dung V. Nguyen
Minh H. Nguyen
Luc Q. Nguyen
R. Teo
T. Nguyen
Linh Duy Tran
MoMe
73
2
0
26 Feb 2025
Mixture of Parrots: Experts improve memorization more than reasoning
Mixture of Parrots: Experts improve memorization more than reasoning
Samy Jelassi
Clara Mohri
David Brandfonbrener
Alex Gu
Nikhil Vyas
Nikhil Anand
David Alvarez-Melis
Yuanzhi Li
Sham Kakade
Eran Malach
MoE
28
4
0
24 Oct 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild
WildChat: 1M ChatGPT Interaction Logs in the Wild
Wenting Zhao
Xiang Ren
Jack Hessel
Claire Cardie
Yejin Choi
Yuntian Deng
40
173
0
02 May 2024
From Sparse to Soft Mixtures of Experts
From Sparse to Soft Mixtures of Experts
J. Puigcerver
C. Riquelme
Basil Mustafa
N. Houlsby
MoE
121
114
0
02 Aug 2023
Training Language Models with Memory Augmentation
Training Language Models with Memory Augmentation
Zexuan Zhong
Tao Lei
Danqi Chen
RALM
232
127
0
25 May 2022
Mixture-of-Experts with Expert Choice Routing
Mixture-of-Experts with Expert Choice Routing
Yan-Quan Zhou
Tao Lei
Han-Chu Liu
Nan Du
Yanping Huang
Vincent Zhao
Andrew M. Dai
Zhifeng Chen
Quoc V. Le
James Laudon
MoE
147
326
0
18 Feb 2022
Extracting Training Data from Large Language Models
Extracting Training Data from Large Language Models
Nicholas Carlini
Florian Tramèr
Eric Wallace
Matthew Jagielski
Ariel Herbert-Voss
...
Tom B. Brown
D. Song
Ulfar Erlingsson
Alina Oprea
Colin Raffel
MLAU
SILM
267
1,808
0
14 Dec 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
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
294
6,943
0
20 Apr 2018
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