fickling VS sd-webui-model-converter

You're right! You should probably use Trail of Bits Fickling tool to investigate. https://github.com/trailofbits/fickling

I tested the Anything V3 pruned from Hugging Face, and indeed nothing funny in its pickle. I used the Fickling library to decompile it. I do not use Windows so my interests in .ckpt security are largely related to Pickle exploits— which could extract malicious code from a data file and then do something with it, but the data files themselves are not executed. I will edit this comment with lines referencing that data file.

I've been using Diffusion Bee on my Mac, and it's just gained the ability to import models (which it converts), but it is unpickling to do so— but barely. It unpickles, figures out what sort of data is in every data file and then computes what it wants from them on its own. I would love it to not use unpickling at all, so my intention is if I can figure it out, to write a script to decode the pickle file (with Fickling or otherwise) and then just do the weight calculation/assignment.

Something you won't gather from skim-reading the headline is that this is that the author has also created a tool, Fickling: https://github.com/trailofbits/fickling - to aid in playing around with pickle files.

From the article: [Fickling] can help you reverse engineer, test, and even create malicious pickle files.

I used sd-webui-model-converter to make fp16 convert and remove the ema.

you can do it yourself with this extension: https://github.com/Akegarasu/sd-webui-model-converter

If you're not mixing or using your models for dreambooth use https://github.com/Akegarasu/sd-webui-model-converter to throw away ema and convert to fp16. A single model file is 2gb then.