modelscope / modelscope/ms-swift
Support BoRA
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 15.7k
- Forks
- 1.7k
- Avg merge
- 1d 16h
- Merged PRs (30d)
- 136
Description
Describe the feature
Please describe the feature requested here(请在这里描述需求)
Support BoRA, a better lora training type
Paste any useful information
Paste any useful information, including papers, github links, etc.(请在这里描述其他有用的信息，比如相关的论文地址，github链接等)
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity https://arxiv.org/pdf/2508.06953
https://openreview.net/forum?id=eUMJXFgMjM
Additional context
Add any other context or information here(其他信息可以写在这里)
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
The issue names no files, tests, or entry points. Start by reading the linked BoRA paper and locating the existing LoRA training path in the repository. Done means BoRA is supported as a training type with appropriate validation and tests, but the issue does not define the implementation scope.
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
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100