├── .gitignore ├── .vscode └── launch.json ├── BERT_Trainer ├── BertCosAttention.py ├── README.md ├── Trainer.py ├── create_hf_datasets.py ├── create_hf_ft_dataset.py ├── finetune.py ├── heh_einsum_test.py ├── infer.py ├── map_hf_dataset.py ├── map_hf_ft_dataset.py ├── multi_gpu_helpers.py ├── speed_test.py └── train.py ├── CHANGELOG.md ├── Cuda_Kernel ├── .vscode │ ├── launch.json │ ├── settings.json │ └── tasks.json ├── Custom_Kernel.py ├── README.md ├── backward.cu ├── backward_combined.cu ├── backwardv2.cu ├── backwardv2_comb.cu ├── combined_kernel.cu ├── combined_kernel_general.cu ├── forward.cu ├── forward_combined_dump.cu ├── forward_combined_dump2.cu ├── forward_simple.cu ├── forwardv2.cu ├── forwardv2_dump.cu ├── pybind.cpp ├── setup.py ├── speed_test.py ├── speeds.py └── test.py ├── Dataset ├── Pile │ ├── example.txt │ ├── pile.py │ ├── pile_process.sh │ └── pilesubset.py ├── README.md ├── Stack │ ├── stack.py │ └── stacklang.py ├── pilepush.py └── stackpush.py ├── GPT_Trainer ├── GPTCosAttention.py ├── Trainer.py ├── fast_infer.py ├── infer.py ├── multi_gpu_helpers.py ├── runjob.sh └── train.py ├── README.md ├── requirements.txt ├── src ├── Model │ ├── Attention.py │ ├── LearnableLPDistance.py │ ├── PositionalEncodings.py │ ├── Transformer.py │ └── Transformer_Block.py ├── Trainer.py ├── infer.py ├── train.py └── utils │ └── multi_gpu_helpers.py └── tests ├── MemoryTest.py ├── __init__.py ├── dim.png ├── dim_time.png ├── head.png ├── head_time.png ├── length.png └── length_time.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmongaras/Cottention_Transformer/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmongaras/Cottention_Transformer/HEAD/.vscode/launch.json 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