├── .gitignore ├── 2_tensor_program_abstraction.ipynb ├── 3_TensorIR_Tensor_Program_Abstraction_Case_Study_Action.ipynb ├── 4_Build_End_to_End_Model.ipynb ├── 5_Automatic_Program_Optimization.ipynb ├── 6_Integration_with_Machine_Learning_Frameworks.ipynb ├── 7_GPU_and_Specialized_Hardware.ipynb ├── 8_GPU_and_Specialized_Hardware_part2.ipynb ├── 9_Computational_Graph_Optimization.ipynb ├── LICENSE ├── README.md ├── assignment ├── assignment1.ipynb └── assignment1_zh.ipynb ├── mlc-llm ├── models │ ├── demo_CodeLlama_13b.ipynb │ ├── demo_CodeLlama_7b.ipynb │ ├── demo_WizardLM_Math_Coder.ipynb │ └── demo_gemma.ipynb ├── tutorial_add_new_model_architecture_in_tvm_nn_module.ipynb ├── tutorial_chat_module_getting_started.ipynb ├── tutorial_mlc_xgrammar_structured_generation.ipynb └── tutorial_raw_text_generation.ipynb └── tutorial ├── How_to_add_model_architeture_in_MLC_LLM.ipynb ├── tutorial_tensor_core-zh.ipynb └── tutorial_tensor_core.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/.gitignore -------------------------------------------------------------------------------- /2_tensor_program_abstraction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/2_tensor_program_abstraction.ipynb -------------------------------------------------------------------------------- /3_TensorIR_Tensor_Program_Abstraction_Case_Study_Action.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/3_TensorIR_Tensor_Program_Abstraction_Case_Study_Action.ipynb -------------------------------------------------------------------------------- /4_Build_End_to_End_Model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/4_Build_End_to_End_Model.ipynb -------------------------------------------------------------------------------- /5_Automatic_Program_Optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/5_Automatic_Program_Optimization.ipynb -------------------------------------------------------------------------------- /6_Integration_with_Machine_Learning_Frameworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/6_Integration_with_Machine_Learning_Frameworks.ipynb -------------------------------------------------------------------------------- /7_GPU_and_Specialized_Hardware.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/7_GPU_and_Specialized_Hardware.ipynb -------------------------------------------------------------------------------- /8_GPU_and_Specialized_Hardware_part2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/8_GPU_and_Specialized_Hardware_part2.ipynb -------------------------------------------------------------------------------- /9_Computational_Graph_Optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/9_Computational_Graph_Optimization.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlc-ai/notebooks/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # 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