kohya-ss / kohya-ss/sd-scripts

NansException: A tensor with all NaNs was produced in Unet

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Description

After training a new LoRA, then running it on automatic1111's webui, I get this error. About a month ago, I was able to train and use a LoRA with no problems using the same setup.

I also followed the fixes from [this issue](https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/6923), but nothing has worked for me so far.

Side note, I also encountered the same issue with Civitai LoRAs (mentioned from the above issue), and re-downloading them fixed the issue. I'm not sure if the error is caused by the same bug or not, but figured I mention it in case it is helpful.

Contributor guide

No contributing guide indexed for this repository

Research direction

No repository file or test is identified. Start by reproducing the all-NaN UNet failure with the reported LoRA training and AUTOMATIC1111 setup, recording versions, configuration, and logs; compare it with the Civitai LoRA behavior and the linked issue. Done means identifying a reproducible cause and documenting or verifying an actionable fix.

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
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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