├── .gitignore ├── LICENSE ├── README.md ├── based_arch.png ├── configs ├── config_mqar.yaml ├── main_fig_sweep.yaml ├── simple_mqar.yaml └── utils.py ├── flash_linear_attention ├── __init__.py ├── fla │ ├── __init__.py │ ├── layers │ │ ├── __init__.py │ │ ├── based.py │ │ ├── gla.py │ │ ├── multiscale_retention.py │ │ ├── rebased.py │ │ └── rebased_fast.py │ ├── modules │ │ ├── __init__.py │ │ ├── convolution.py │ │ ├── rmsnorm.py │ │ └── rotary.py │ └── ops │ │ ├── __init__.py │ │ ├── cuda │ │ └── gla │ │ │ └── semiring │ │ │ └── cal_A │ │ │ ├── inner_chunk16_dim16x.cpp │ │ │ └── inner_chunk16_dim16x_kernel.cu │ │ ├── torch │ │ ├── __init__.py │ │ ├── based.py │ │ ├── gla.py │ │ └── retention.py │ │ └── triton │ │ ├── __init__.py │ │ ├── abc │ │ ├── __init__.py │ │ └── chunk_fuse.py │ │ ├── based │ │ ├── __init__.py │ │ ├── chunk_fuse.py │ │ └── parallel.py │ │ ├── gla │ │ ├── __init__.py │ │ ├── block_parallel │ │ │ ├── __init__.py │ │ │ ├── inter_chunk_contribution │ │ │ │ ├── __init__.py │ │ │ │ ├── chunk_scan_triton_full.py │ │ │ │ ├── chunk_scan_triton_no_decay.py │ │ │ │ ├── chunk_scan_triton_only_gk.py │ │ │ │ ├── chunk_scan_triton_only_gv.py │ │ │ │ ├── fn.py │ │ │ │ ├── preprocess_cumsum_gk.py │ │ │ │ └── preprocess_cumsum_gv.py │ │ │ └── intra_chunk_contribution │ │ │ │ ├── __init__.py │ │ │ │ ├── fn.py │ │ │ │ ├── fn_only_gk.py │ │ │ │ └── fn_only_gv.py │ │ ├── chunk.py │ │ ├── chunk_fuse.py │ │ └── recurrent_fuse.py │ │ ├── rebased │ │ ├── __init__.py │ │ └── parallel.py │ │ ├── rebased_fast │ │ ├── __init__.py │ │ └── parallel.py │ │ ├── retention │ │ ├── __init__.py │ │ ├── chunk.py │ │ ├── chunk_fuse.py │ │ ├── parallel.py │ │ └── recurrent_fuse.py │ │ ├── rotary.py │ │ └── utils.py └── setup.py ├── main_fig.png ├── main_fig_parsing.ipynb ├── rebased_arch.png ├── requirements.txt └── src ├── __init__.py ├── config_pyr.py ├── data ├── __init__.py ├── associative_recall.py └── utils.py ├── logger.py ├── mixers ├── __init__.py ├── attention.py ├── base_conv.py ├── based.py ├── convolution.py ├── h3 │ ├── __init__.py │ ├── dplr.py │ ├── h3.py │ ├── hippo.py │ ├── ops │ │ ├── __init__.py │ │ ├── fftconv.py │ │ ├── krylov.py │ │ ├── toeplitz.py │ │ └── vandermonde.py │ ├── ss_kernel.py │ ├── ss_kernel_diag.py │ ├── ss_kernel_shift.py │ └── ssm_utils.py ├── hybrid.py ├── hyena.py ├── listing.py ├── mamba.py ├── mamba_ssm │ ├── __init__.py │ ├── selective_scan_interface.py │ └── triton │ │ ├── __init__.py │ │ ├── layernorm.py │ │ └── selective_state_update.py ├── mlp.py ├── rebased.py ├── rwkv.py ├── rwkv │ ├── v4 │ │ ├── wkv_cuda.cu │ │ └── wkv_op.cpp │ └── v5 │ │ ├── wkv5_cuda.cu │ │ └── wkv5_op.cpp └── selective.py ├── model.py ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/corl-team/rebased/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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