⚡️ Lightning AI
Turn ideas into AI, Lightning fast. Creators of PyTorch Lightning, Lightning AI Studio, TorchMetrics, Fabric, Lit-GPT, Lit-LLaMA
United States of America
Pinned Repositories
deep-learning-project-template
Pytorch Lightning code guideline for conferences
dl-fundamentals
Deep Learning Fundamentals -- Code material and exercises
lightning-thunder
PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.
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.
litData
Speed up model training by fixing data loading.
litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
LitServe
Build custom inference engines for models, agents, multi-modal systems, RAG, pipelines and more.
pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications.
tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
⚡️ Lightning AI 's Repositories
Lightning-AI/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
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.
Lightning-AI/LitServe
Build custom inference engines for models, agents, multi-modal systems, RAG, pipelines and more.
Lightning-AI/torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications.
Lightning-AI/lightning-thunder
PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.
Lightning-AI/deep-learning-project-template
Pytorch Lightning code guideline for conferences
Lightning-AI/litData
Speed up model training by fixing data loading.
Lightning-AI/dl-fundamentals
Deep Learning Fundamentals -- Code material and exercises
Lightning-AI/tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
Lightning-AI/engineering-class
Lightning Bits: Engineering for Researchers repo
Lightning-AI/forked-pdb
Python pdb for multiple processes
Lightning-AI/utilities
Common Python utilities and GitHub Actions in Lightning Ecosystem
Lightning-AI/ecosystem-ci
Automate issue discovery for your projects against Lightning nightly and releases.
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.
Lightning-AI/litAI
LLM router + minimal agent framework in one. Call any LLM API with OpenAI format. Unified billing, tools, retries, fallback, logging. Build agents and AI apps in pure Python. Full control. Zero magic.
Lightning-AI/lightning-Habana
Lightning support for Intel Habana accelerators.
Lightning-AI/lightning-Graphcore
Lightning-AI/probot
Lightning-AI/Lightning-multinode-templates
Multinode templates for Pytorch Lightning
Lightning-AI/litperf
Lightweight performance tracker for Python code - zero overhead when disabled.
Lightning-AI/hello-studio
Starter projects for Lightning Studios
Lightning-AI/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
Lightning-AI/.github