Hands-on PyTorch Lightning 2.x curriculum: 20 notebooks from LightningModule basics to manual optimization, DDP, profiling and ONNX export, backed by lmpro, a tested library of modules, datamodules, callbacks and a LightningCLI for vision, NLP, tabular and time-series tasks. Runs on CPU with synthetic data.
python data-science machine-learning natural-language-processing computer-vision deep-learning time-series tabular-data pytorch artificial-intelligence neural-networks model-deployment model-training distributed-training mixed-precision mlops gradient-accumulation pytorch-lightning torchscript onnx-export
-
Updated
Oct 17, 2026 - Jupyter Notebook