pytorch-lightning-enterprise 2.6.0

Enterprise-Grade extensions for PyTorch Lightning

The deep learning framework to pretrain and finetune AI models -- enterprise-grade extensions

PyTorch Lightning Enterprise is an extension package to PyTorch Lightning containing many enterprise-ready, matured and battle-tested add-ons and plugins to PyTorch Lightning ranging from loggers over low precision support to additional accelerators as well as advanced training regimes.

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Looking for GPUs?

Over 340,000 developers use Lightning Cloud - purpose-built for PyTorch and PyTorch Lightning.

• GPUs from $0.19.
• Clusters: frontier-grade training/inference clusters.
• AI Studio (vibe train): workspaces where AI helps you debug, tune and vibe train.
• AI Studio (vibe deploy): workspaces where AI helps you optimize, and deploy models.
• Notebooks: Persistent GPU workspaces where AI helps you code and analyze.
• Inference: Deploy models as inference APIs.

Why PyTorch Lightning?

Training models in plain PyTorch is tedious and error-prone - you have to manually handle things like backprop, mixed precision, multi-GPU, and distributed training, often rewriting code for every new project. PyTorch Lightning organizes PyTorch code to automate those complexities so you can focus on your model and data, while keeping full control and scaling from CPU to multi-node without changing your core code. But if you want control of those things, you can still opt into expert-level control.

Fun analogy: If PyTorch is Javascript, PyTorch Lightning is ReactJS or NextJS.