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The all-in-one platform for AI development. Code together. Prototype. Train. Scale. Serve. From your browser - with zero setup. From the creators of PyTorch Lightning.
PyTorch Lightning is the deep learning framework for professional AI researchers and machine learning engineers who need maximal flexibility without sacrificing performance at scale. Lightning evolves with you as your projects go from idea to paper/production.
Welcome to Lightning AI ⚡. The all-in-one platform for AI development. Code together. Prototype. Train. Scale. Serve. From your browser - with zero setup. From the creators of PyTorch Lightning.
The deep learning framework to pretrain, finetune and deploy AI models. NEW- Lightning 2.0 features a clean and stable API!! Lightning AI • Examples • PyTorch Lightning • Fabric • Docs • Community • Contribute •. Install Lightning. Simple installation from PyPI. pip install lightning. Other installation options. Lightning has 2 core packages.
Use Lightning, the hyper-minimalistic framework, to build machine learning components that can plug into existing ML workflows. A Lightning component organizes arbitrary code to run on the cloud, manage its own infrastructure, cloud costs, networking, and more. Focus on component logic and not engineering.
Use Lightning to build high-performance PyTorch models without the boilerplate. Scale the models with Lightning Apps (end-to-end ML systems) which can be everything from production-ready, multi...
In PyTorch Lightning you leverage code written by hundreds of AI researchers, research engs and PhDs from the world’s top AI labs, implementing all the latest best practices and SOTA features such as. GPU, Multi GPU, TPU training. Multi-node training. Auto logging … Gradient accumulation
