Projects in Awesome Lists by Lightning-AI

https://github.com/PyTorchLightning/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 17 Aug 2025

https://github.com/lightning-ai/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 17 Nov 2025

https://github.com/Lightning-AI/lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 20 Feb 2025

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 24 Mar 2025

https://github.com/lightning-ai/litgpt

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

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 12 May 2025

https://github.com/Lightning-AI/litgpt

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

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 26 Mar 2025

https://github.com/lightning-ai/lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

Last synced: 14 May 2025

https://github.com/Lightning-AI/lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

Last synced: 15 Mar 2025

https://github.com/Lightning-AI/LitServe

The easiest way to deploy agents, MCP servers, models, RAG, pipelines and more. No MLOps. No YAML.

ai api artificial-intelligence deep-learning developer-tools fastapi rest-api serving web

Last synced: 23 Aug 2025

https://github.com/lightning-ai/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 14 May 2025

https://github.com/Lightning-AI/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 20 Feb 2025

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 26 Mar 2025

https://github.com/lightning-ai/lightning-thunder

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.

Last synced: 28 Apr 2025

https://github.com/lightning-ai/deep-learning-project-template

Pytorch Lightning code guideline for conferences

Last synced: 16 May 2025

https://github.com/Lightning-AI/deep-learning-project-template

Pytorch Lightning code guideline for conferences

Last synced: 09 Apr 2025

https://github.com/Lightning-AI/lightning-thunder

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.

Last synced: 27 Mar 2025

https://github.com/lightning-ai/litdata

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

Last synced: 14 May 2025

https://github.com/Lightning-AI/litData

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

Last synced: 09 Apr 2025

https://github.com/lightning-ai/dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

ai deep-learning machine-learning python pytorch

Last synced: 04 Apr 2025

https://github.com/Lightning-AI/litdata

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

Last synced: 27 Mar 2025

https://github.com/lightning-ai/tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

deep-learning jupyter-notebook lightning machine-learning notebooks python-scripts tutorials

Last synced: 16 May 2025

https://github.com/Lightning-AI/tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

deep-learning jupyter-notebook lightning machine-learning notebooks python-scripts tutorials

Last synced: 26 Sep 2025

https://github.com/lightning-ai/engineering-class

Lightning Bits: Engineering for Researchers repo

Last synced: 11 Apr 2025

https://github.com/lightning-ai/litserve

Deploy AI models at scale. High-throughput serving engine for AI/ML models that uses the latest state-of-the-art model deployment techniques.

ai api serving

Last synced: 05 Apr 2025

https://github.com/lightning-ai/utilities

Common Python utilities and GitHub Actions in Lightning Ecosystem

ci-cd developer-tools github-actions

Last synced: 16 May 2025

https://github.com/lightning-ai/forked-pdb

Python pdb for multiple processes

Last synced: 27 Jun 2025

https://github.com/lightning-ai/ecosystem-ci

Automate issue discovery for your projects against Lightning nightly and releases.

ci-cd compatibility-testing deep-learning integration-testing lightweight python

Last synced: 11 Apr 2025

https://github.com/lightning-ai/litmodels

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.

checkpoint fine-tuning model sharing

Last synced: 27 Jun 2025

https://github.com/lightning-ai/lightning-habana

Lightning support for Intel Habana accelerators.

deep-learning machine-learning python pytorch

Last synced: 11 Apr 2025

Last synced: 30 Jul 2025

https://github.com/lightning-ai/.github

Last synced: 03 Mar 2025

https://github.com/lightning-ai/hello-studio

Starter projects for Lightning Studios

Last synced: 27 Jun 2025