├── .github └── workflows │ ├── cla.yaml │ └── sync.yaml ├── .gitignore ├── AUTHORS ├── LICENSE ├── README.md ├── __init__.py ├── environment_pt220cu121.yaml ├── environment_pt240cu124.yaml ├── environment_pt260cu126.yaml ├── experiments ├── __init__.py ├── data │ ├── __init__.py │ ├── formal_language │ │ ├── __init__.py │ │ ├── formal_language_dataset.py │ │ ├── generate.py │ │ ├── online_generate.py │ │ └── tasks │ │ │ ├── __init__.py │ │ │ ├── cycle_navigation.py │ │ │ ├── even_pairs.py │ │ │ ├── modular_arithmetic.py │ │ │ └── parity.py │ └── utils.py ├── lr_scheduler.py ├── main.py ├── metrics.py ├── parity_xlstm01.yaml ├── parity_xlstm10.yaml └── parity_xlstm11.yaml ├── notebooks ├── xlstm │ ├── mLSTM_test_notebook.ipynb │ ├── xLSTM_readme_example.ipynb │ └── xLSTM_test_notebook.ipynb └── xlstm_large │ ├── demo.ipynb │ └── load_from_pretrained.ipynb ├── pyproject.toml ├── pytest.ini ├── res ├── desc_xlstm_overview.pdf ├── desc_xlstm_overview.svg └── xlstm_7b_poster.svg ├── setup.cfg ├── tests ├── __init__.py ├── conftest.py ├── template_chunkwise_vs_recurrent.py ├── test_chunkwise_vs_recurrent.py ├── test_generation.py ├── test_slstm_cell_vanilla_vs_cuda.py └── test_weight_conversion.py └── xlstm ├── __init__.py ├── blocks ├── __init__.py ├── mlstm │ ├── __init__.py │ ├── backends.py │ ├── block.py │ ├── cell.py │ └── layer.py ├── slstm │ ├── __init__.py │ ├── block.py │ ├── cell.py │ ├── layer.py │ └── src │ │ ├── __init__.py │ │ ├── cuda │ │ ├── lstm_pointwise.cu │ │ ├── slstm.cc │ │ ├── slstm.h │ │ ├── slstm_backward.cu │ │ ├── slstm_backward_cut.cu │ │ ├── slstm_forward.cu │ │ ├── slstm_pointwise.cu │ │ └── slstm_pointwise.cuh │ │ ├── cuda_init.py │ │ ├── util │ │ ├── blas.cu │ │ ├── blas.h │ │ ├── cuda_error.cu │ │ ├── cuda_error.h │ │ ├── device_assert.h │ │ ├── inline_ops.cuh │ │ ├── inline_ops_2bf16.cuh │ │ ├── inline_ops_2fp16.cuh │ │ ├── inline_ops_bf16.cuh │ │ ├── inline_ops_fp16.cuh │ │ ├── inline_print.cuh │ │ ├── support.h │ │ └── util.h │ 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