intelligent-machine-learning/dlrover

Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Supercharge Your Model Training

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

Making large AI models cheaper, faster and more accessible

Automated Machine Learning on Kubernetes