├── .gitignore ├── LICENSE ├── README.md ├── data └── place_holder.csv ├── models └── .gitkeep ├── notebooks ├── fine_tuning.ipynb ├── requirements │ ├── requirements_fine_tuning.txt │ └── requirements_tensorrt_optimization.txt └── tensorrt_optimization.ipynb └── src ├── bert_from_scratch.py └── lora_from_scratch.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/README.md -------------------------------------------------------------------------------- /data/place_holder.csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /notebooks/fine_tuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/notebooks/fine_tuning.ipynb -------------------------------------------------------------------------------- /notebooks/requirements/requirements_fine_tuning.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/notebooks/requirements/requirements_fine_tuning.txt -------------------------------------------------------------------------------- /notebooks/requirements/requirements_tensorrt_optimization.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/notebooks/requirements/requirements_tensorrt_optimization.txt -------------------------------------------------------------------------------- /notebooks/tensorrt_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/notebooks/tensorrt_optimization.ipynb -------------------------------------------------------------------------------- /src/bert_from_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/src/bert_from_scratch.py -------------------------------------------------------------------------------- /src/lora_from_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexriggio/BERT-LoRA-TensorRT/HEAD/src/lora_from_scratch.py --------------------------------------------------------------------------------