Linearizing Large Language Models

Linearizing Large Language Models

10 May 2024

Jean-Pierre Mercat

Igor Vasiljevic

Sedrick Scott Keh

Adrien Gaidon

Papers citing "Linearizing Large Language Models"

8 / 8 papers shown

Title
Liger: Linearizing Large Language Models to Gated Recurrent Structures Disen Lan Weigao Sun Jiaxi Hu Jusen Du Yu-Xi Cheng 64 0 0 03 Mar 2025
HSR-Enhanced Sparse Attention Acceleration Bo Chen Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song 75 17 0 14 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 80 0 0 09 Oct 2024
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models Aviv Bick Kevin Y. Li Eric P. Xing J. Zico Kolter Albert Gu Mamba 43 24 0 19 Aug 2024
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Tsendsuren Munkhdalai Manaal Faruqui Siddharth Gopal LRM LLMAG CLL 81 101 0 10 Apr 2024
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models Soham De Samuel L. Smith Anushan Fernando Aleksandar Botev George-Christian Muraru ... David Budden Yee Whye Teh Razvan Pascanu Nando de Freitas Çağlar Gülçehre Mamba 53 116 0 29 Feb 2024
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models Zhen Qin Weigao Sun Dong Li Xuyang Shen Weixuan Sun Yiran Zhong 62 21 0 09 Jan 2024
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020