DeepSpeed
Also offers efficient large-scale model training with memory optimization and parallelism.
Megatron-LM
Focuses on training large transformer models with tensor and pipeline parallelism.
FairScale
Provides modular tools for distributed training and memory optimization in PyTorch.
TorchElastic
Enables fault-tolerant and elastic distributed training for PyTorch models.
Horovod
Simplifies distributed deep learning training across multiple frameworks and hardware.