Lightning-AI / utilitiesLinks
Common Python utilities and GitHub Actions in Lightning Ecosystem
☆56Updated last week
Alternatives and similar repositories for utilities
Users that are interested in utilities are comparing it to the libraries listed below
Sorting:
- TorchFix - a linter for PyTorch-using code with autofix support☆141Updated 3 months ago
- Lightning HPO & Training Studio App☆18Updated 2 years ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated 6 months ago
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.☆63Updated 2 months ago
- Automate issue discovery for your projects against Lightning nightly and releases.☆47Updated 3 weeks ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- deep learning with pytorch lightning☆1Updated 7 months ago
- Save, load, host, and share AI model checkpoints without slowing down training. Host on Lightning AI or your own cloud with enterprise-gr…☆28Updated this week
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆157Updated last year
- Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers☆93Updated 10 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…☆233Updated 4 months ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆186Updated this week
- A case study of efficient training of large language models using commodity hardware.☆69Updated 2 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆82Updated last year
- Scalable and Performant Data Loading☆269Updated this week
- Train fastai models faster (and other useful tools)☆68Updated 11 months ago
- Memory-Efficient CUDA kernels for training ConvNets with PyTorch.☆41Updated 3 months ago
- ML/DL Math and Method notes☆61Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 10 months ago
- Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…☆42Updated last year
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆23Updated 7 months ago
- ☆57Updated 2 weeks ago
- Triton Server Component for lightning.ai☆14Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆329Updated last year
- Various transformers for FSDP research☆37Updated 2 years ago
- Transform datasets at scale. Optimize datasets for fast AI model training.☆482Updated last week
- some common Huggingface transformers in maximal update parametrization (µP)☆80Updated 3 years ago
- Public repository for managing Grid Platform documentation synced with gitbook on docs.grid.ai☆20Updated 2 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆157Updated 5 months ago
- Placeholder for the opensource Grid AI components☆44Updated 2 years ago