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Jamba: A Hybrid Transformer-Mamba Language Model

Research paper by Opher Lieber and collaborators. Published 2024-03-28. Topics: Transformer, Mamba, mixture-of-experts (MoE), interleaving layers, model capacity.

Resource information

Authors
Opher Lieber, Barak Lenz, Hofit Bata, Gal Cohen, Jhonathan Osin, Itay Dalmedigos, Erez Safahi, Shaked Meirom, Yonatan Belinkov, Shai Shalev-Shwartz, Omri Abend, Raz Alon, Tomer Asida, Amir Bergman, Roman Glozman, Michael Gokhman, Avashalom Manevich, Nir Ratner, Noam Rozen, Erez Shwartz, Mor Zusman, Yoav Shoham
Research topics
Transformer, Mamba, mixture-of-experts (MoE), interleaving layers, model capacity, active parameter usage, resource-specific configurations, memory footprint, long-context evaluations, ablation runs
Publication date
2024-03-28
Publication
arXiv
Last record update
Nov 3, 2026