DeepSpeed ZeRO
DeepSpeed ZeRO++ is a deep learning optimization library for distributed training.
January 13th, 2025
About DeepSpeed ZeRO
DeepSpeed ZeRO++ is a deep learning optimization library that enables efficient distributed training of large models with billions of parameters. It reduces memory footprint and training time, allowing researchers and practitioners in the field of deep learning to scale their models and achieve faster training speeds. ZeRO++ supports training on multiple GPUs or a single GPU and leverages memory optimizations for improved performance.
Key Features
- Enables efficient distributed training of large models.
- Reduces memory footprint and training time.
- Supports training on multiple GPUs or a single GPU.
- Leverages memory optimizations for improved performance..
Use Cases
- Training large models with billions of parameters.
- Scaling up deep learning models for faster training speeds..
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