快速更改图像中人物外貌 [NeurIPS 2024] Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment
active 2024-04-24 → 2026-05-14 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 751 days from 2024-04-24 to 2026-05-14. Pushes: 31 total, peak 4 in a day. Pull requests: 15 total, peak 2 in a day. Issues: 208 total, peak 12 in a day. Comments: 325 total, peak 20 in a day. Stars: 3,292 total, peak 140 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| ToTheBeginning | 121 | 31 | 2 | 75 |
| 18445864529 | 18 | 0 | 0 | 12 |
| curlysasha | 12 | 0 | 0 | 11 |
| xilanhua12138 | 9 | 0 | 0 | 7 |
| ClothingAI | 9 | 0 | 0 | 2 |
| digdigdigging | 8 | 0 | 0 | 5 |
| NeoAnthropocene | 8 | 0 | 0 | 6 |
| streamize | 8 | 0 | 0 | 3 |
| LeonNerd | 7 | 0 | 0 | 6 |
| mamicro-li | 7 | 0 | 0 | 6 |
| SlZeroth | 7 | 0 | 0 | 5 |
| fahadshery | 7 | 0 | 0 | 4 |
| sipie800 | 6 | 0 | 0 | 4 |
| garychan22 | 6 | 0 | 0 | 6 |
| huchenlei | 6 | 0 | 0 | 4 |
| mmlingyu | 5 | 0 | 0 | 2 |
| Vasiliy-b | 5 | 0 | 0 | 5 |
| tigran123 | 5 | 0 | 0 | 4 |
| katarzynasornat | 5 | 0 | 0 | 2 |
| gebaltso | 5 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue#217artyfacialintelagent2025-12-01 00:31Retrain PuLID for Z-Image
- Issue comment#26dsj3202025-09-24 12:19Do you plan to open-source the training code？
- Issue#212EngDoge2025-08-21 07:02PuLID with Krea
- Issue comment#181dzy11282025-08-06 08:22Training Script快放出来呀
- Issue#210vlrevolution2025-07-30 19:59PuLID with WAN 2.2
- Pull request#209mshehzadkhan2025-07-10 20:17
- Pull request#209mshehzadkhan2025-07-10 20:15
- Issue comment#26qiujunhan2025-07-05 02:33Do you plan to open-source the training code？
- Issue comment#166xilanhua121382025-06-12 14:47How many steps do stage2 and stage3 trained?
- Issue comment#166JamieCR19992025-06-11 14:46How many steps do stage2 and stage3 trained?
- Issue comment#166JamieCR19992025-06-11 14:41How many steps do stage2 and stage3 trained?
- Pull request#99spacegrey232025-06-07 07:02
- Issue comment#166JamieCR19992025-06-04 09:37How many steps do stage2 and stage3 trained?
- Issue comment#166xilanhua121382025-06-04 09:30How many steps do stage2 and stage3 trained?
- Issue comment#166JamieCR19992025-06-04 08:55How many steps do stage2 and stage3 trained?
- Issue comment#206spacegrey232025-05-16 00:20Uninstall Nividia Apex and Pytorch issue with PULID
- Issue comment#205spacegrey232025-05-10 05:57Questions about further training of the model
- Issue#207OCOMATA2025-05-09 14:57PulID for FP4/int4
- Issue#208OCOMATA2025-05-09 14:57PulID for FP4/int4
- Issue#206Abbas86-AI2025-05-05 02:27Uninstall Nividia Apex and Pytorch issue with PULID
- Issue#205rwywenyi2025-04-20 09:30Questions about further training of the model
- Issue#204OCOMATA2025-04-07 22:28PuLID with Nunckaku
- Issue comment#49Exuan1482025-03-26 05:09Question about training details
- Issue comment#30garychan222025-03-22 11:40Explanation for NUM_ZERO, ORTHO and ORTHO_v2
- Pull request#203kirshdude2025-03-15 16:26
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 3,292 stars here means stars gained during the window, not the repo's star count.