microsoft / varuna

Related projects ⓘ

Alternatives and complementary repositories for varuna

• lucidrains / triton-transformer
  Implementation of a Transformer, but completely in Triton
  ☆248Updated 2 years ago
• pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆146Updated this week
• spcl / substation
  Research and development for optimizing transformers
  ☆124Updated 3 years ago
• foundation-model-stack / foundation-model-stack
  🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
  ☆163Updated this week
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆352Updated 5 months ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆159Updated last week
• stanford-futuredata / stk
  ☆88Updated 2 months ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆196Updated 2 months ago
• pytorch-labs / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆211Updated 3 months ago
• awslabs / slapo
  A schedule language for large model training
  ☆141Updated 4 months ago
• yandex-research / DeDLOC
  Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
  ☆116Updated 2 years ago
• pytorch / torchdistx
  Torch Distributed Experimental
  ☆116Updated 3 months ago
• facebookresearch / HolisticTraceAnalysis
  A library to analyze PyTorch traces.
  ☆297Updated this week
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆132Updated 2 months ago
• zhuohan123 / terapipe
  ☆65Updated 3 years ago
• hpcaitech / TensorNVMe
  A Python library transfers PyTorch tensors between CPU and NVMe
  ☆96Updated this week
• DS3Lab / DT-FM
  ☆91Updated 2 years ago
• anyscale / llm-continuous-batching-benchmarks
  ☆109Updated 7 months ago
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆184Updated 3 weeks ago
• pytorch / PiPPy
  Pipeline Parallelism for PyTorch
  ☆725Updated 2 months ago
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆41Updated last year
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆128Updated 2 years ago
• huggingface / optimum-graphcore
  Blazing fast training of 🤗 Transformers on Graphcore IPUs
  ☆81Updated 7 months ago
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆279Updated this week
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆522Updated last month
• pytorch / tensorpipe
  A tensor-aware point-to-point communication primitive for machine learning
  ☆247Updated last year
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆209Updated last year
• albanD / subclass_zoo
  ☆147Updated 4 months ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆34Updated 2 years ago
• Deep-Learning-Profiling-Tools / triton-viz
  ☆140Updated this week