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transformer-alternative

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Dopove / Glacier

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GLACIER: Mamba with infinite memory. This project integrates the Mamba SSM with ICE-Lite, a virtual memory engine, to solve context rot. By adding persistent, time-aware memory, GLACIER gives Mamba the long-term recall of a Transformer while retaining its $O(N)$ speed. Apache 2.0 licensed, by Dopove.

python nlp ai deep-learning postgresql persistent-memory glacier ssm mamba state-space-model vector-database llm long-context context-memory memory-augmented transformer-alternative mamba2 context-rot ice-lite dopove
  • Updated May 13, 2026
  • Python

navaneet625 / CRSD_model

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CRSD is a minimal, research-oriented sequence modeling framework built from scratch to explore state-space models (SSMs) and sequence-to-sequence architectures in PyTorch. It’s designed to be fully reproducible, interpretable, and extensible — suitable both for learning and for building experimental variants such as nonlinear-SSMs, gated decoders

machine-learning research ai deep-learning pytorch sequence-to-sequence representation-learning state-space-models open-source-ml-platform long-context experimental-architecture transformer-alternative gated-decoder
  • Updated Nov 26, 2025
  • Python

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