MambaByte: Token-free Selective State Space Model

MambaByte: Token-free Selective State Space Model

24 January 2024

Tushaar Gangavarapu

Jing Nathan Yan

Alexander M. Rush

Papers citing "MambaByte: Token-free Selective State Space Model"

16 / 16 papers shown

Title
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models Thibaut Thonet Jos Rozen Laurent Besacier RALM 129 2 0 20 Jan 2025
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 27 2 0 28 Oct 2024
DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish Itamar Zimerman Shady Abu Hussein Nadav Cohen Amir Globerson Lior Wolf Raja Giryes Mamba 64 12 0 20 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 47 9 0 11 Jun 2024
Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks Jerome Sieber Carmen Amo Alonso A. Didier M. Zeilinger Antonio Orvieto AAML 42 7 0 24 May 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
Simple linear attention language models balance the recall-throughput tradeoff Simran Arora Sabri Eyuboglu Michael Zhang Aman Timalsina Silas Alberti Dylan Zinsley James Zou Atri Rudra Christopher Ré 39 18 0 28 Feb 2024
Speculative Streaming: Fast LLM Inference without Auxiliary Models Nikhil Bhendawade Irina Belousova Qichen Fu Henry Mason Mohammad Rastegari Mahyar Najibi LRM 32 27 0 16 Feb 2024
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding Yichao Fu Peter Bailis Ion Stoica Hao Zhang 123 134 0 03 Feb 2024
Zoology: Measuring and Improving Recall in Efficient Language Models Simran Arora Sabri Eyuboglu Aman Timalsina Isys Johnson Michael Poli James Zou Atri Rudra Christopher Ré 56 65 0 08 Dec 2023
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 258 0 11 Mar 2023
How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections Albert Gu Isys Johnson Aman Timalsina Atri Rudra Christopher Ré Mamba 93 88 0 24 Jun 2022
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 245 1,977 0 31 Dec 2020
Shortformer: Better Language Modeling using Shorter Inputs Ofir Press Noah A. Smith M. Lewis 213 87 0 31 Dec 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 228 578 0 12 Mar 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016