lllyasviel / lllyasviel/ControlNet
can unlocked diffuison model be saved?
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- Python
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Description
Thanks for the great work!
I'm training ControlNet on my dataset, and setting `sd_locked = False` turns out to improve model performance significantly.
I learned that unlocking sd will also train some parts of the diffusion model, so the base model also changed, right? But one of the problems is that I can not use it on automatical1111 sd webui, which I can use to combine other techniques like LoRA with ControlNet. Does it mean if I unlocked SD when training ControlNet, I have to use the official code base to take full use of the trained model, i.e. running in prediction mode?
Is it possible to save the fine-tuned SD along with ControlNet so I can use them in other places together? Appreciate any advice.
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Research direction
No file, test, or entry point is named in the issue. Start by locating the ControlNet training and model save/load entry points, then determine whether unlocked diffusion weights are preserved and usable with AUTOMATIC1111; done means the supported workflow or limitation is clearly established.
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Assessment
- Tech stack
- python
- Domain
- ai, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 18/100