Ssms Python Packages

multi-model-trainers

An experimental repository on research for training multiple models all at once in an evolutionary capacity!

hsss

Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling"

mamba-former

Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks"

ssm-bridge

SSM-As-VLM-Bridge: State Space Models as Vision-Language Bridge Layers

lfm2

A simple and minimal open source implementation of "Introducing LFM2: The Fastest On-Device Foundation Models on the Market" from Liquid AI in Pytorch

vortex-fusion

Transformers + Mambas + LSTMS All in One Model