deepspeedai / deepspeedai/DeepSpeed
[REQUEST] New Integration - NeptuneMonitor
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- Dominant language
- Python
- Stars
- 43.1k
- Forks
- 5k
- Avg merge
- 4d 15h
- Merged PRs (30d)
- 112
Description
Is your feature request related to a problem? Please describe.
Add Neptune integration for DeepSpeed. Allow users who use DeepSpeed for model training to seamlessly also track training metrics to Neptune.
Describe the solution you'd like
Add a NeptuneMonitor class as an additional monitoring option for users.
Describe alternatives you've considered
N/A
Additional context
N/A
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
Start with the issue description and the Neptune website to understand the requested DeepSpeed integration and the proposed NeptuneMonitor class. Define the integration scope, monitoring behavior, and completion criteria with maintainers before locating implementation files or tests, since the issue names no existing entry point or test.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100