deepspeedai / deepspeedai/DeepSpeed
[REQUEST] Is there any example or demo to train trillion parameter model using DeepSpeed Zero3
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enhancement
- Dominant language
- Python
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Description
Is there any example or demo to train trillion parameter model using DeepSpeed Zero3 ? Which method is better when training trillion parameter? Zero3 OR Megatron+PipelineParrallel?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files, tests, or entry points are identified in the issue. First determine whether DeepSpeed Zero3 or Megatron with pipeline parallelism is being evaluated, then locate an existing training example or demo to extend. Done means providing a reproducible trillion-parameter training example and clear guidance on which method to use.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100