Lightning-AI / pytorch-lightningLinks
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
β30,113Updated this week
Alternatives and similar repositories for pytorch-lightning
Users that are interested in pytorch-lightning are comparing it to the libraries listed below
Sorting:
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β149,343Updated last week
- Graph Neural Network Library for PyTorchβ22,873Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,164Updated last month
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,795Updated last week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ33,428Updated this week
- π Geometric Computer Vision Library for Spatial AIβ10,732Updated last week
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterβ¦β14,483Updated last year
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ20,647Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,133Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU accelerationβ93,116Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ21,713Updated 2 months ago
- A hyperparameter optimization frameworkβ12,624Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.β4,698Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β35,250Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.β23,371Updated 2 weeks ago
- Model interpretability and understanding for PyTorchβ5,404Updated this week
- Visualizer for neural network, deep learning and machine learning modelsβ31,377Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β31,777Updated this week
- Python package built to ease deep learning on graph, on top of existing DL frameworks.β14,060Updated last month
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.β14,592Updated last month
- Google Researchβ36,326Updated last week
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model cβ¦β14,269Updated last year
- The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.β10,310Updated this week
- Hydra is a framework for elegantly configuring complex applicationsβ9,723Updated last week
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.β32,731Updated 2 weeks ago
- Open standard for machine learning interoperabilityβ19,582Updated last week
- An open-source NLP research library, built on PyTorch.β11,878Updated 2 years ago
- π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productionβ10,060Updated 2 weeks ago
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)β7,965Updated last week
- This repository contains implementations and illustrative code to accompany DeepMind publicationsβ14,287Updated 3 weeks ago