https://github.com/yk7333/d3po
[CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"
https://github.com/yk7333/d3po
Keywords
diffusion-models human-feedback reinforcement-learning
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
[CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"
- Host: GitHub
- URL: https://github.com/yk7333/d3po
- Owner: yk7333
- License: mit
- Created: 2023-11-23T08:08:20.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-06T16:57:32.000Z (about 1 year ago)
- Last Synced: 2024-05-16T20:00:11.919Z (12 months ago)
- Topics: diffusion-models, human-feedback, reinforcement-learning
- Language: Python
- Homepage: https://arxiv.org/abs/2311.13231
- Size: 14.5 MB
- Stars: 121
- Watchers: 7
- Forks: 9
- Open Issues: 3
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: yangkai
- Login: yk7333
- Email:
- Kind: user
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/72459814?u=d7ee903ec29a0b9355464c8a71fa58f670986ff7&v=4
- Repositories: 3
- Last ynced at: 2023-07-24T09:43:36.813Z
- Profile URL: https://github.com/yk7333
GitHub Events
Total
- Issues event: 12
- Watch event: 114
- Delete event: 3
- Member event: 1
- Issue comment event: 13
- Push event: 34
- Pull request event: 3
- Fork event: 9
- Create event: 5
Last Year
- Create event: 5
- Delete event: 3
- Fork event: 9
- Issue comment event: 13
- Issues event: 12
- Member event: 1
- Pull request event: 3
- Push event: 34
- Watch event: 114
Committers metadata
Last synced: 12 months ago
Total Commits: 36
Total Committers: 2
Avg Commits per committer: 18.0
Development Distribution Score (DDS): 0.028
Commits in past year: 36
Committers in past year: 2
Avg Commits per committer in past year: 18.0
Development Distribution Score (DDS) in past year: 0.028
| Name | Commits | |
|---|---|---|
| yangkai | 7****3 | 35 |
| ADKoishi | 2****4@q****m | 1 |
Committer domains:
- qq.com: 1
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 6
Total pull requests: 2
Average time to close issues: about 3 hours
Average time to close pull requests: about 6 hours
Total issue authors: 6
Total pull request authors: 1
Average comments per issue: 1.5
Average comments per pull request: 0.5
Merged pull request: 1
Bot issues: 0
Bot pull requests: 0
Past year issues: 6
Past year pull requests: 2
Past year average time to close issues: about 3 hours
Past year average time to close pull requests: about 6 hours
Past year issue authors: 6
Past year pull request authors: 1
Past year average comments per issue: 1.5
Past year average comments per pull request: 0.5
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ADKoishi (1)
- jmetzen (1)
- ritiztambi (1)
- sdtana (1)
- universewill (1)
- vishaal27 (1)
Top Pull Request Authors
- ADKoishi (2)
Top Issue Labels
Top Pull Request Labels
Dependencies
- absl-py *
- accelerate ==0.22.0
- diffusers ==0.17.1
- inflect ==6.0.4
- ml-collections *
- pydantic ==1.10.9
- torch ==2.0.1
- torchvision *
- transformers ==4.30.2
- wandb *
Score: 5.5134287461649825