Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
β31,104May 1, 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¦β160,073Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β36,713Apr 24, 2026Updated last week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ35,484Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU accelerationβ99,586Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,468Apr 19, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β42,231Updated this week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.β1,751Jan 20, 2026Updated 3 months ago
- Hydra is a framework for elegantly configuring complex applicationsβ10,340Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β42,373Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β32,212Sep 30, 2025Updated 7 months ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.β4,753Updated this week
- Visualizer for neural network, deep learning and machine learning modelsβ32,805Apr 25, 2026Updated last week
- π Geometric Computer Vision Library for Spatial AIβ11,187Updated this week
- Graph Neural Network Library for PyTorchβ23,700Apr 18, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125β15,289Jun 25, 2025Updated 10 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,953Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,639Updated this week
- Google Researchβ37,825Updated this week
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.β34,422Apr 7, 2026Updated 3 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorchβ6,159Updated this week
- The fastai deep learning libraryβ27,990Updated this week
- A hyperparameter optimization frameworkβ14,080Updated this week
- A library for efficient similarity search and clustering of dense vectors.β39,856Updated 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.
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,460Updated 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¦β25,667Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.β14,692Dec 1, 2025Updated 5 months ago
- Machine learning metrics for distributed, scalable PyTorch applications.β2,433Apr 21, 2026Updated last week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model cβ¦β14,351Jul 3, 2024Updated last year
- Build and share delightful machine learning apps, all in Python. π Star to support our work!β42,459Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.β23,862Sep 1, 2025Updated 8 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,107Jan 23, 2026Updated 3 months ago
- Model interpretability and understanding for PyTorchβ5,614Apr 24, 2026Updated last 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.β44,384Updated this week
- Open standard for machine learning interoperabilityβ20,746Updated this week
- An open-source NLP research library, built on PyTorch.β11,891Nov 22, 2022Updated 3 years ago
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domainsβ1,729Oct 8, 2023Updated 2 years ago
- Development repository for the Triton language and compilerβ19,087Updated this week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pyβ¦β25,122Apr 18, 2026Updated 2 weeks ago
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an imageβ33,346Mar 25, 2026Updated last month