Shypd.aiThe largest open index of AI toolsMegatron-DeepSpeed is an Open Source & Models tool for training transformer language models at scale. It integrates DeepSpeed into Megatron-LM, supporting models like BERT and GPT-2 for large-scale AI research.
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Megatron-DeepSpeed is an open-source research project focused on training transformer language models at scale. This tool is a detached fork of Microsoft's Megatron-DeepSpeed, which itself is a fork of NVIDIA's Megatron-LM, integrating DeepSpeed for enhanced performance. It is specifically designed for the BigScience project, offering direct changes to models for large-scale AI research. The repository provides comprehensive documentation and scripts for data preprocessing, pretraining, finetuning, and downstream task evaluation for models such as BERT and GPT. It supports advanced features like DeepSpeed PP (pipeline parallelism) and ZeRO-DP for distributed training environments, making it suitable for highly distributed training setups with multiple GPUs and nodes.
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