modelscope / modelscope/ms-swift
ms-swift训练embedding模型支持跨GPU负采样吗？
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- Dominant language
- Python
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Description
ms-swift支持batch内负采样，是否支持跨GPU负采样，embedding模型需要更多负样本
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 by locating ms-swift's existing in-batch negative-sampling implementation and the distributed training entry points. Determine whether the embedding training path can use negatives from other GPUs, then add focused coverage showing the cross-GPU behavior and document what constitutes supported training.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100