Out of memory error while save_pretrained method is called
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- Python
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Description
I am fine-tuning the model on my custom dataset but when I try to save the model using save_pretrained function it shows an out-of-memory error. Can you please help me solve this issue?
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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 by reproducing the out-of-memory error at the save_pretrained method while fine-tuning on a custom dataset. Gather the model, dataset, hardware, and memory details, then trace the save operation to identify where memory rises. Done means the cause is documented and a verified fix or actionable workaround is available.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100