kohya-ss / kohya-ss/sd-scripts
Add "repeat" feature for fine tuning
- Dominant language
- Python
- Stars
- 7.2k
- Forks
- 1.2k
- Avg merge
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- Merged PRs (30d)
- 2
Description
Each concept can have a different repeat in DreamBooth method. But metadata .json (fine tuning method) does not have the feature.
One idea is that the folder name for fine tuning can have repeats like ``_``. concept is ignored. If the repeat is not provided, it become 1. And merge_captions or merge_dd_tags script will append the repeat value to json.
Contributor guide
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Research direction
Start by reading the merge_captions and merge_dd_tags scripts and trace how fine-tuning metadata is created. Check how folder names are currently parsed, then implement the _ convention with a default repeat of 1 and confirm that the repeat value is appended to the generated JSON.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100