About Lightning AI
Lightning AI is a cloud platform for developing, training and deploying machine learning models. It is run by the company behind PyTorch Lightning, a widely used open-source library for organizing deep learning code, and it packages development environments and GPU compute in one hosted service.
The vendor's website could not be read when this entry was prepared, so the description is limited to the product category and tagline. The platform is described as offering studios, which are cloud workspaces for model work, and access to GPUs. It is a proprietary, hosted commercial service, and pricing details are published by the vendor.
Key features
- Cloud studios for model development
- GPU compute for training
- Model deployment tooling
- Hosted commercial platform
Good fit for
- →Training models without local GPUs
- Tags
- ai-infrastructure
- gpu-cloud
- pytorch-lightning
- model-training
- mlops
- notebooks
- cloud
Lightning AI: questions and answers
- What is Lightning AI used for?
- Lightning AI is a cloud platform from the creators of PyTorch Lightning for building, training and deploying AI models using browser-based studios and GPU compute. It is a good fit for training models without local GPUs.
- Is Lightning AI free?
- Yes. Lightning AI has a free plan.
- Is Lightning AI open source?
- No. Lightning AI is proprietary (closed-source) software. Open-source alternatives to Lightning AI include beta9 and Backend.AI.
- What are some alternatives to Lightning AI?
- Lightning AI competes with Amazon SageMaker, Hugging Face and Modal. For open-source options, see Enlisted's ranked list of open-source Lightning AI alternatives.
Open-source alternatives to Lightning AI
See all
beta9
AI Infrastructure
Ultrafast serverless GPU inference, sandboxes, and background jobs
AGPL-3.0vs Modal★ 1.8k
Backend.AI
AI Infrastructure
Backend.AI is a streamlined, container-based computing cluster platform that hosts popular
LGPL-3.0vs RunPod★ 673
Instill Core
AI Infrastructure
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orches
OSSvs Unstructured★ 2.3k
SGLang
AI Infrastructure
SGLang is a high-performance serving framework for large language models and multimodal mo
Apache-2.0vs Amazon Bedrock★ 37k
Label Studio
AI Infrastructure
Label Studio is a multi-type data labeling and annotation tool with standardized output fo
Apache-2.0vs Roboflow★ 28k
MLflow
AI Infrastructure
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables te
Apache-2.0vs Weights & Biases★ 28k
SaaS alternatives to Lightning AI
See all
Amazon SageMaker
AI Infrastructure
AWS platform for building, training and deploying machine learning models
SaaS
Hugging Face
AI Infrastructure
Hub for hosting and sharing machine learning models, datasets and demo apps
SaaS
Modal
Hosting & PaaS
Serverless cloud for running Python functions, GPU workloads and batch jobs
SaaS
Paperspace
AI Infrastructure
Cloud GPU platform for machine learning notebooks and workloads, part of DigitalOcean
SaaS
RunPod
AI Infrastructure
GPU cloud for AI training, inference and serverless endpoints
SaaS
Anyscale
AI Infrastructure
Managed platform for running Ray workloads for AI training and serving
SaaS
