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Learn how to design, develop, deploy and iterate on production-grade ML applications.
Created
2018-11-05
18 commits to main branch, last one 11 months ago
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...
Created
2019-02-02
2,524 commits to main branch, last one a day ago
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Created
2016-08-15
51,510 commits to develop branch, last one 15 hours ago
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Sear...
Created
2021-02-05
5,282 commits to develop branch, last one 21 hours ago
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
Created
2021-08-11
2,082 commits to master branch, last one 7 hours ago
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on a...
Created
2020-07-21
12,120 commits to master branch, last one 5 months ago
Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。
Created
2021-10-28
711 commits to main branch, last one about a year ago
A high performance and generic framework for distributed DNN training
Created
2019-06-25
432 commits to master branch, last one 2 years ago
Fast and flexible AutoML with learning guarantees.
Created
2018-06-28
440 commits to master branch, last one 3 years ago
Training and serving large-scale neural networks with auto parallelization.
This repository has been archived
(exclude archived)
Created
2021-02-22
668 commits to main branch, last one 11 months ago
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Created
2020-04-07
8,363 commits to main branch, last one a day ago
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
Created
2020-02-27
583 commits to master branch, last one a day ago
DLRover: An Automatic Distributed Deep Learning System
Created
2022-06-24
2,801 commits to master branch, last one 2 days ago
Library for Fast and Flexible Human Pose Estimation
Created
2018-08-25
538 commits to master branch, last one 2 years ago
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
Created
2021-12-24
65,622 commits to main branch, last one 5 months ago
Efficient Deep Learning Systems course materials (HSE, YSDA)
Created
2021-12-06
149 commits to main branch, last one 7 months ago
Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
Created
2023-04-27
217 commits to main branch, last one 10 months ago
Resource-adaptive cluster scheduler for deep learning training.
Created
2020-08-23
123 commits to master branch, last one about a year ago
LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training
Created
2021-10-25
358 commits to main branch, last one 10 days ago
A full pipeline AutoML tool for tabular data
Created
2020-10-22
763 commits to main branch, last one 4 months ago
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
Created
2021-05-04
748 commits to main branch, last one 16 days ago
Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.
Created
2018-12-29
384 commits to main branch, last one 8 months ago
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
Created
2020-06-03
799 commits to master branch, last one 6 months ago
Best practices & guides on how to write distributed pytorch training code
Created
2024-07-31
216 commits to main branch, last one 6 days ago
A Jax-based library for designing and training transformer models from scratch.
Created
2023-08-22
158 commits to main branch, last one 2 months ago
Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.
Created
2022-02-23
21 commits to main branch, last one about a year ago
[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
Created
2020-06-22
3 commits to master branch, last one 3 months ago
🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.
Created
2024-02-05
359 commits to main branch, last one 26 days ago
OpenKS - 领域可泛化的知识学习与计算平台
Created
2020-05-25
406 commits to master branch, last one 2 months ago
Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.
Created
2023-06-06
36 commits to main branch, last one 7 months ago