deepspeedai / deepspeedai/DeepSpeed
can 3D parallelism example of bert or gpt-2 be provided?
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Description
Hi,
I noticed DeepSpeed’s training engine has already provided hybrid data and pipeline parallelism and can be further combined with model parallelism such as Megatron-LM. can you provide a 3D parallelism example of bert or gpt-2?
Thanks
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First steps
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Research direction
No files, tests, or entry points are named in the issue. Start by locating DeepSpeed’s existing training examples and the Megatron-LM integration, then determine the scope of a BERT or GPT-2 3D-parallelism example. Done means a complete, documented example covering the requested parallelism combination.
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Assessment
- Tech stack
- python, pytorch
- Domain
- distributed-systems, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100