Lightning-AI / utilitiesLinks
Common Python utilities and GitHub Actions in Lightning Ecosystem
☆57Updated this week
Alternatives and similar repositories for utilities
Users that are interested in utilities are comparing it to the libraries listed below
Sorting:
- Lightning HPO & Training Studio App☆18Updated 2 years ago
- TorchFix - a linter for PyTorch-using code with autofix support☆144Updated 6 months ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated 8 months ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆190Updated 2 months ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆236Updated last week
- Install PyTorch distributions with computation backend auto-detection☆254Updated this week
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Train fastai models faster (and other useful tools)☆70Updated 2 months ago
- Transform datasets at scale. Optimize datasets for fast AI model training.☆525Updated this week
- Memory-Efficient CUDA kernels for training ConvNets with PyTorch.☆42Updated 5 months ago
- Fast, Modern, and Low Precision PyTorch Optimizers☆108Updated 3 weeks ago
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.☆66Updated last week
- Automate issue discovery for your projects against Lightning nightly and releases.☆46Updated 3 months ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆158Updated last year
- ☆62Updated last year
- Quickest way to share everything about your research within a single app☆37Updated 10 months ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆319Updated 2 weeks ago
- Functional deep learning☆108Updated 2 years ago
- The package used to build the documentation of our Hugging Face repos☆126Updated this week
- ML/DL Math and Method notes☆63Updated last year
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Torch Distributed Experimental☆117Updated last year
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆179Updated this week
- Patches the torch.save function with arbitrary code that gets executed upon torch.load.☆71Updated 2 years ago
- Pytorch Lightning Distributed Accelerators using Ray☆214Updated last year
- ☆74Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆248Updated 2 months ago
- Modalities, a PyTorch-native framework for distributed and reproducible foundation model training.☆84Updated this week