Finetune 13b model on V100 with bs1 in int8 got OOM?
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- Dominant language
- Python
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Description
Finetune 13b model on V100 with bs1 in int8 got OOM?
I already enabled Deepspeed
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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
No files, tests, or entry points are identified. Start by locating the finetuning entry point and its DeepSpeed configuration, then examine how the 13b model, batch size 1, int8 mode, and V100 memory usage are handled. Done means determining the cause of the OOM and documenting a verified configuration or limitation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- ai, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100