[2405.21060] Transformers are SSMs: Generalized Models and …
May 31, 2024 · Our state space duality (SSD) framework allows us to design a new architecture (Mamba-2) whose core layer is an a refinement of Mamba's selective SSM that is 2-8X faster, …
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 …
State Space Duality (Mamba-2) Part I - The Model | Tri Dao
May 31, 2024 · The Mamba-2 Architecture. Although the core contribution of Mamba-2 is the new SSD layer and theory, we also make some small changes to Mamba’s neural network …
Mamba 2
Our state space duality (SSD) framework allows us to design a new architecture (Mamba-2) whose core layer is an a refinement of Mamba's selective SSM that is 2-8X faster, while …
Mamba 2 - Hugging Face
Mamba 2 Overview. The Mamba2 model was proposed in Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality by Tri Dao and Albert …
GitHub - thomascherickal/mamba-2: Mamba-2 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-2: Algorithms and Systems - Princeton Language and …
Jun 3, 2024 · Even though technically Mamba-2 is more restricted than Mamba-1 for the same N, the larger state dimensions generally improve model quality. Here we show results for models …
Mamba-2 Innovation: State Space Expanded by 8x and Training
Jun 10, 2024 · For example, they introduce Mamba-2, an architecture that refines and optimizes the selective state-space model (a variant of SSM) to be faster and more competitive with …
Mamba-2 - Gradient Flow
Jun 5, 2024 · Mamba is a new approach to deep learning for sequences, built upon a flexible framework called Structured State Space Models (SSMs). You can think of SSMs as a general …
Mamba-2 - gettectonic.com
Jun 19, 2024 · Researchers Tri Dao and Albert Gu have unveiled Mamba-2, the next iteration of their widely popular Mamba-1 model on GitHub. This new model promises significant …
- Some results have been removed