OpenMOSS / OpenMOSS/MOSS-Audio
LoRA config in finetune.py
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 665
- Forks
- 45
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
Thank you for the great work!
I noticed that the default LoRA config for finetuning is:
--lora_rank=64
--lora_alpha=2
The lora_alpha is very small. Is there a reason for that? Did you find this to be beneficial?
Contributor guide
No contributing guide indexed for this repository
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
Read finetune.py and the training section of finetune/FINETUNE.md to trace how lora_rank=64 and lora_alpha=2 are used. Compare the documented defaults with the finetuning behavior and available rationale; done means the setting is justified in the documentation or the default is corrected.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 42/100