deepspeedai / deepspeedai/DeepSpeedExamples
Possible to include an example of DeepNVMe + state dict
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Description
The examples under https://github.com/deepspeedai/DeepSpeedExamples/tree/master/deepnvme/file_access are great. However, the problem is real-world applications need to be able to pass a model state dict to a method and load them.
Would it make sense add utilities for this? Or is the recommended path for it to be used with https://github.com/deepspeedai/DeepSpeedExamples/tree/master/deepnvme/model_checkpoint/torch (which is a bit tough given it requires modifying an existing torch installation)?
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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
Start with the DeepNVME file_access examples and the deepnvme/model_checkpoint/torch example linked in the issue. Compare how each handles model checkpoints and state dicts, then determine whether a standalone utility or a documented usage example is appropriate. Done means the recommended path is clear and a working state-dict example is available.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 42/100