⚡️ Lightning AI (original) (raw)

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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1. Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
   Python 29.4k 3.5k
2. Machine learning metrics for distributed, scalable PyTorch applications.
   Python 2.3k 431
3. 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
   Python 12.1k 1.2k
4. Deploy high-performance AI models and inference pipelines on FastAPI with built-in batching, streaming and more.
   Python 3.1k 200
5. Transform datasets at scale. Optimize datasets for fast AI model training.
   Python 466 65
6. Thunder gives you PyTorch models superpowers for training and inference. Unlock out-of-the-box optimizations for performance, memory and parallelism, or roll out your own.
   Python 1.3k 93

Repositories

Showing 10 of 22 repositories

• lightning-thunder Public
  Thunder gives you PyTorch models superpowers for training and inference. Unlock out-of-the-box optimizations for performance, memory and parallelism, or roll out your own.
  Lightning-AI/lightning-thunder’s past year of commit activity
• litgpt Public
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  Lightning-AI/litgpt’s past year of commit activity
• pytorch-lightning Public
  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
  Lightning-AI/pytorch-lightning’s past year of commit activity
• litData Public
  Transform datasets at scale. Optimize datasets for fast AI model training.
  Lightning-AI/litData’s past year of commit activity
• 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
• LitServe Public
  Deploy high-performance AI models and inference pipelines on FastAPI with built-in batching, streaming and more.
  Lightning-AI/LitServe’s past year of commit activity
• torchmetrics Public
  Machine learning metrics for distributed, scalable PyTorch applications.
  Lightning-AI/torchmetrics’s past year of commit activity
• utilities Public
  Common Python utilities and GitHub Actions in Lightning Ecosystem
  Lightning-AI/utilities’s past year of commit activity
• ecosystem-ci Public
  Automate issue discovery for your projects against Lightning nightly and releases.
  Lightning-AI/ecosystem-ci’s past year of commit activity
• LitModels Public
  Save, load, host, and share AI model checkpoints without slowing down training. Host on Lightning AI or your own cloud with enterprise-grade access controls.
  Lightning-AI/LitModels’s past year of commit activity