xlstm topic

List xlstm repositories

PyxLSTM

300
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28
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300
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Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

x-lstm

179
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19
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179
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Pytorch implementation of the xLSTM model by Beck et al. (2024)

xlstm-cuda

90
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12
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90
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Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports

tirex

204
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30
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204
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TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

xlstm-jax

104
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5
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104
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Official JAX implementation of xLSTM including fast and efficient training and inference code. 7B model available at https://huggingface.co/NX-AI/xLSTM-7b.

mlstm_kernels

74
Stars
7
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74
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Tiled Flash Linear Attention library for fast and efficient mLSTM Kernels.

xlstm-ts

36
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14
Forks
36
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Optimised Extended LSTM for time-series forecasting

LRAM

36
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2
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36
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A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks

mogrifier

20
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2
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20
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Usable implementation of Mogrifier, a circuit for enhancing LSTMs and potentially other networks, from Deepmind