Leveraging redundancy in attention with Reuse Transformers

Leveraging redundancy in attention with Reuse Transformers

13 October 2021

Srinadh Bhojanapalli

Ayan Chakrabarti

Sanjiv Kumar

Papers citing "Leveraging redundancy in attention with Reuse Transformers"

4 / 4 papers shown

Title
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin You Wu Zhenyu (Allen) Zhang Cheng-Yu Hsieh Yaqing Wang ... Mykola Pechenizkiy Yi Liang Michael Bendersky Zhangyang Wang Shiwei Liu 17 78 0 08 Oct 2023
Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation Kangwook Jang Sungnyun Kim Se-Young Yun Hoi-Rim Kim 19 5 0 19 May 2023
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 2,009 0 28 Jul 2020
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 6,927 0 20 Apr 2018