microsoft / varunaLinks
☆252Updated last year
Alternatives and similar repositories for varuna
Users that are interested in varuna are comparing it to the libraries listed below
Sorting:
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 months ago
- Research and development for optimizing transformers☆130Updated 4 years ago
- Implementation of a Transformer, but completely in Triton☆274Updated 3 years ago
- Torch Distributed Experimental☆117Updated last year
- A library to analyze PyTorch traces.☆409Updated last week
- ☆94Updated 3 years ago
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆211Updated this week
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- ☆111Updated last year
- PyTorch RFCs (experimental)☆135Updated 3 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆121Updated 9 months ago
- ☆121Updated last year
- Pipeline Parallelism for PyTorch☆779Updated last year
- A schedule language for large model training☆149Updated 3 weeks ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆454Updated 5 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆134Updated 3 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆388Updated last week
- This repository contains the experimental PyTorch native float8 training UX☆224Updated last year
- A tensor-aware point-to-point communication primitive for machine learning☆271Updated last month
- ☆75Updated 4 years ago
- ☆330Updated last week
- Resource-adaptive cluster scheduler for deep learning training.☆446Updated 2 years ago
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆117Updated 3 years ago
- Applied AI experiments and examples for PyTorch☆294Updated 3 weeks ago
- Triton-based implementation of Sparse Mixture of Experts.☆239Updated 3 weeks ago
- ☆175Updated last year
- Simple Distributed Deep Learning on TensorFlow☆133Updated 3 months ago
- FTPipe and related pipeline model parallelism research.☆42Updated 2 years ago
- Python package for rematerialization-aware gradient checkpointing☆26Updated last year