⚡️ Lightning AI

Turn ideas into AI, Lightning fast. Creators of PyTorch Lightning, Lightning AI Studio, TorchMetrics, Fabric, Lit-GPT, Lit-LLaMA

README.md

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.

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pytorch-lightning pytorch-lightning Public

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Python 28k 3.4k
torchmetrics torchmetrics Public

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

Python 2.1k 400
litgpt litgpt Public

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Python 9.8k 982
LitServe LitServe Public

Lightning-fast serving engine for AI models. Flexible. Easy. Enterprise-scale.

Python 2.1k 129
litdata litdata Public

Transform datasets at scale. Optimize datasets for fast AI model training.

Python 321 38
lightning-thunder lightning-thunder Public

Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

Python 1.1k 72

Repositories

lightning-thunder Public
Make PyTorch models up to 40% faster! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once; across one or thousands of GPUs.

Lightning-AI/lightning-thunder’s past year of commit activity

Python 1,138 Apache-2.0 72 204 (9 issues need help) 19 Updated Sep 19, 2024
litdata Public
Transform datasets at scale. Optimize datasets for fast AI model training.

Lightning-AI/litdata’s past year of commit activity

Python 321 Apache-2.0 38 44 (34 issues need help) 2 Updated Sep 19, 2024
LitServe Public
Lightning-fast serving engine for AI models. Flexible. Easy. Enterprise-scale.

Lightning-AI/LitServe’s past year of commit activity

Python 2,100 Apache-2.0 129 13 (11 issues need help) 5 Updated Sep 18, 2024
torchmetrics Public
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

Lightning-AI/torchmetrics’s past year of commit activity

Python 2,080 Apache-2.0 400 82 (29 issues need help) 21 Updated Sep 18, 2024
ecosystem-ci Public
Automate issue discovery for your projects against Lightning nightly and releases.

Lightning-AI/ecosystem-ci’s past year of commit activity

Python 45 Apache-2.0 14 6 (2 issues need help) 8 Updated Sep 17, 2024
litgpt Public
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Lightning-AI/litgpt’s past year of commit activity

Python 9,821 Apache-2.0 982 208 (2 issues need help) 14 Updated Sep 16, 2024
utilities Public
Common Python utilities and GitHub Actions in Lightning Ecosystem

Lightning-AI/utilities’s past year of commit activity

Python 49 Apache-2.0 14 4 (4 issues need help) 0 Updated Sep 16, 2024
pytorch-lightning Public
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Lightning-AI/pytorch-lightning’s past year of commit activity

Python 28,002 Apache-2.0 3,355 767 (158 issues need help) 64 Updated Sep 16, 2024
tutorials Public
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

Lightning-AI/tutorials’s past year of commit activity

Python 280 Apache-2.0 79 12 (9 issues need help) 2 Updated Sep 13, 2024
lightning-Habana Public
Lightning support for Intel Habana accelerators.

Lightning-AI/lightning-Habana’s past year of commit activity

Python 25 Apache-2.0 8 1 (1 issue needs help) 3 Updated Sep 6, 2024