deepspeedai / deepspeedai/DeepSpeedExamples
Training with QLORA
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- Python
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Description
Is there a way to utilize DeepSpeed for QLORA training? It looks like QLORA requires a special optimizer (e.g., paged_adamw_8bit).
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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
The issue asks whether DeepSpeed can support QLORA training with the paged_adamw_8bit optimizer, but it names no file, test, or entry point. First identify the relevant Python training example and inspect how optimizer configuration is handled. Done would be a demonstrated or documented working integration with the required optimizer behavior.
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
- Needs clarification
- Newbie friendliness
- 25/100