├── .gitignore ├── CMakeLists.txt ├── OVERVIEW.md ├── README.md ├── cpp ├── CMakeLists.txt ├── blocks │ ├── xlstm_block.cpp │ └── xlstm_block.h ├── examples │ ├── example_mlstm.cpp │ ├── example_slstm.cpp │ ├── example_xlstm_block.cpp │ └── example_xlstm_model.cpp ├── layers │ ├── mlstm_layer.cpp │ ├── mlstm_layer.h │ ├── slstm_layer.cpp │ └── slstm_layer.h ├── models │ ├── xlstm_model.cpp │ └── xlstm_model.h ├── tests │ ├── test_mlstm.cpp │ ├── test_slstm.cpp │ ├── test_xlstm_block.cpp │ └── test_xlstm_model.cpp └── utils │ ├── utils.cpp │ └── utils.h ├── cuda ├── CMakeLists.txt ├── kernels │ ├── block_kernels.cu │ ├── mlstm_kernels.cu │ └── slstm_kernels.cu └── utils │ └── cuda_utils.h └── python ├── examples ├── example_llm.py ├── example_time_series_forecast.py └── example_xlstm.py ├── requirements.txt ├── setup.py ├── tests └── test_xlstm.py └── xlstm ├── __init__.py ├── blocks ├── __init__.py └── xlstm_block.py ├── layers ├── __init__.py ├── mlstm_layer.py └── slstm_layer.py └── 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