├── .gitignore ├── .gitmodules ├── CMakeLists.txt ├── LICENSE ├── NOTICE ├── README.md ├── cmake ├── cutlass.cmake └── tensorrt_llm.cmake ├── setup.py ├── src ├── lib.cpp ├── lib.h ├── plugins │ ├── w8a8Plugin │ │ ├── w8a8Plugin.cpp │ │ └── w8a8Plugin.h │ ├── weightOnlyGroupwiseQuantMatmulPlugin │ │ ├── weightOnlyGroupwiseQuantMatmulPlugin.cpp │ │ └── weightOnlyGroupwiseQuantMatmulPlugin.h │ └── weightOnlyQuantMatmulPlugin │ │ ├── weightOnlyQuantMatmulPlugin.cpp │ │ └── weightOnlyQuantMatmulPlugin.h ├── py_binding.cpp ├── tensorrt_llm │ ├── common │ │ └── dtype.hpp │ ├── cutlass_extensions │ │ └── include │ │ │ └── cutlass_extensions │ │ │ └── interleaved_numeric_conversion.h │ ├── kernels │ │ └── cutlass_kernels │ │ │ ├── cutlass_preprocessors.cu │ │ │ └── fpA_intB_gemm │ │ │ └── fpA_intB_gemm_template.h │ └── plugins │ │ └── common │ │ ├── gemmPluginProfiler.cpp │ │ └── gemmPluginProfiler.h └── thop │ ├── thUtils.cu │ └── thUtils.h ├── tests ├── test_awq.py ├── test_awq_fp8.py ├── test_gptq.py ├── test_gptq_fp8.py └── test_preprocess_weight.cu └── tllm_qmm ├── __init__.py ├── awq_utils.py ├── gptq_utils.py └── weight_only_quant_gemm.py /.gitignore: -------------------------------------------------------------------------------- 1 | build/ 2 | dist/ 3 | __pycache__/ 4 | *.egg-info/ 5 | -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhihu/TLLM_QMM/HEAD/.gitmodules -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhihu/TLLM_QMM/HEAD/CMakeLists.txt -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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