microsoft / varuna
☆236Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for varuna
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆146Updated 2 weeks ago
- Research and development for optimizing transformers☆125Updated 3 years ago
- A library to analyze PyTorch traces.☆307Updated this week
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆165Updated this week
- Implementation of a Transformer, but completely in Triton☆249Updated 2 years ago
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆195Updated 3 months ago
- Applied AI experiments and examples for PyTorch☆166Updated 2 weeks ago
- Torch Distributed Experimental☆116Updated 3 months ago
- Pipeline Parallelism for PyTorch☆726Updated 2 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆98Updated last week
- ☆88Updated 2 months ago
- A schedule language for large model training☆141Updated 5 months ago
- This repository contains the experimental PyTorch native float8 training UX☆211Updated 3 months ago
- ☆148Updated 5 months ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆355Updated last week
- Zero Bubble Pipeline Parallelism☆281Updated last week
- ☆65Updated 3 years ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆332Updated this week
- An open-source efficient deep learning framework/compiler, written in python.☆652Updated last week
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆185Updated last month
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆193Updated this week
- Training neural networks in TensorFlow 2.0 with 5x less memory☆129Updated 2 years ago
- extensible collectives library in triton☆71Updated last month
- Cataloging released Triton kernels.☆134Updated 2 months ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- ☆267Updated this week
- PyTorch RFCs (experimental)☆130Updated 2 months ago
- A tensor-aware point-to-point communication primitive for machine learning☆249Updated last year
- ☆152Updated this week