Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
β31,349Sep 17, 2026Updated this week
Alternatives and similar repositories for pytorch-lightning
Users that are interested in pytorch-lightning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β166,292Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β37,155Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ36,312Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU accelerationβ103,082Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,604Aug 26, 2026Updated 3 weeks ago
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β43,133Updated this week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.β1,751Jan 20, 2026Updated 7 months ago
- Hydra is a framework for elegantly configuring complex applicationsβ10,661Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β32,221Sep 30, 2025Updated 11 months ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β43,864Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.β4,785Sep 9, 2026Updated last week
- Visualizer for neural network, deep learning and machine learning modelsβ33,494Updated this week
- Graph Neural Network Library for PyTorchβ24,091Sep 1, 2026Updated 2 weeks ago
- π Geometric Computer Vision Library for Spatial AIβ11,364Updated this week
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125β15,309Jun 25, 2025Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,999Updated this week
- Google Researchβ38,787Updated this week
- The fastai deep learning libraryβ28,175Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,870Updated this week
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.β34,713Aug 19, 2026Updated last month
- A scikit-learn compatible neural network library that wraps PyTorchβ6,179Sep 8, 2026Updated last week
- A hyperparameter optimization frameworkβ14,810Updated this week
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,988Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A library for efficient similarity search and clustering of dense vectors.β40,929Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, aβ¦β28,020Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.β14,682Updated this week
- Machine learning metrics for distributed, scalable PyTorch applications.β2,473Updated this week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model cβ¦β14,360Jul 3, 2024Updated 2 years ago
- Build and share delightful machine learning apps, all in Python. π Star to support our work!β43,575Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.β24,044Sep 1, 2025Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,220Updated this week
- Model interpretability and understanding for PyTorchβ5,702Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Streamlit β A faster way to build and share data apps.β45,779Updated this week
- Open standard for machine learning interoperabilityβ21,501Updated this week
- An open-source NLP research library, built on PyTorch.β11,882Nov 22, 2022Updated 3 years ago
- A game theoretic approach to explain the output of any machine learning model.β25,760Updated this week
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domainsβ1,723Oct 8, 2023Updated 2 years ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pyβ¦β25,511Sep 5, 2026Updated last week
- Development repository for the Triton language and compilerβ20,190Updated this week