A Visual Guide to Mamba and State Space Models
Feb 19, 2024 · To further improve LLMs, new architectures are developed that might even outperform the Transformer architecture. One of these methods is Mamba, a State Space …
GitHub - state-spaces/mamba: Mamba SSM architecture
Mamba is a new state space model architecture showing promising performance on information-dense data such as language modeling, where previous subquadratic models fall short of …
Mamba (deep learning architecture) - Wikipedia
Mamba[a] is a deep learning architecture focused on sequence modeling. It was developed by researchers from Carnegie Mellon University and Princeton University to address some …
Mamba: Linear-Time Sequence Modeling with Selective State …
Dec 1, 2023 · Foundation models, now powering most of the exciting applications in deep learning, are almost universally based on the Transformer architecture and its core attention …
What is a Mamba model? - IBM
Mamba is a neural network architecture derived from state space models (SSMs), used for language modeling and other sequence modeling tasks. Mamba-based LLMs rival the …
An Introduction to the Mamba LLM Architecture: A New
Mar 7, 2024 · Mamba is a new LLM architecture that integrates the Structured State Space sequence (S4) model to manage lengthy data sequences. Combining the best features of …
Mamba LLM Architecture: A Breakthrough in Efficient AI Modeling
What Is Mamba Architecture? Mamba architecture is a new large language model (LLM) framework grounded in State Space Models (SSMs) — a class of models originally from …
Mamba and State Space Models: Key Concepts in AI | Medium
Dec 15, 2024 · Explore Mamba and State Space Models (SSM) as powerful AI alternatives to transformers, offering a clear understanding of key concepts and applications.
State Space Duality (Mamba-2) Part I - The Model | Goomba Lab
May 31, 2024 · The main SSD model or “state space dual model” itself really isn’t so complicated! In this first part of a series of blog posts, we’ll provide a self-contained description of the SSD …
Core Model Architecture | state-spaces/mamba | DeepWiki
Apr 18, 2025 · The Mamba architecture implements State Space Models (SSMs) with a selective mechanism for sequence modeling. The core innovation is the combination of SSMs with data …