Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
β28,834Updated this week
Alternatives and similar repositories for pytorch-lightning:
Users that are interested in pytorch-lightning are comparing it to the libraries listed below
- π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.β137,895Updated this week
- Tensors and Dynamic neural networks in Python with strong GPU accelerationβ86,104Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β8,668Updated 2 weeks ago
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β8,197Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.β22,650Updated 2 months ago
- Datasets, Transforms and Models specific to Computer Visionβ16,481Updated this week
- PyTorch tutorials.β8,356Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β30,841Updated 2 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β32,990Updated this week
- An open-source NLP research library, built on PyTorch.β11,787Updated 2 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ31,051Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,512Updated last month
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model cβ¦β14,103Updated 6 months ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125β14,504Updated this week
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterβ¦β13,855Updated 5 months ago
- Trax β Deep Learning with Clear Code and Speedβ8,148Updated last week
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)β7,901Updated last week
- Unsupervised text tokenizer for Neural Network-based text generation.β10,497Updated last month
- A hyperparameter optimization frameworkβ11,266Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.β14,342Updated last month
- Latex code for making neural networks diagramsβ22,616Updated last year
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)β7,091Updated last year
- End-to-End Object Detection with Transformersβ13,902Updated 10 months ago
- Hydra is a framework for elegantly configuring complex applicationsβ8,976Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ20,624Updated 2 weeks ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β36,332Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.β4,573Updated 2 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorchβ5,947Updated this week
- Fast and memory-efficient exact attentionβ15,164Updated last week
- Graph Neural Network Library for PyTorchβ21,782Updated this week