fickling
sd-webui-model-converter
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fickling | sd-webui-model-converter | |
---|---|---|
7 | 10 | |
327 | 298 | |
22.3% | - | |
8.4 | 6.6 | |
2 days ago | 28 days ago | |
Python | Python | |
GNU Lesser General Public License v3.0 only | - |
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fickling
- Fickling – A Python pickling decompiler and static analyzer
- ⚠️WARNING⚠️ never open a .ckpt file without knowing exactly what's inside (especially SDXL)
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Facebook LLAMA is being openly distributed via torrents
You're right! You should probably use Trail of Bits Fickling tool to investigate. https://github.com/trailofbits/fickling
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Safety of downloading random checkpoints
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.
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Draw Things, Stable Diffusion in your pocket, 100% offline and free
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.
- Novel AI models allegedly leaked.
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Never a dill moment: Exploiting machine learning pickle files
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.
sd-webui-model-converter
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SDXL 0.9 Pruned no-EMA safetensor: 13.5gb -> 6.7gb
I used sd-webui-model-converter to make fp16 convert and remove the ema.
- ⚠️WARNING⚠️ never open a .ckpt file without knowing exactly what's inside (especially SDXL)
- Why some models are bigger than other?
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DreamShaper 5 is here! (Sorry it took me a while, I was sick)
you can do it yourself with this extension: https://github.com/Akegarasu/sd-webui-model-converter
- in appreciation to the warm weather ☼
- Heres simple GUI batch converter to reduce size of the ckpt models to fp16, goes through all ckpt's in folder
- Image variations support added to Automatic1111 - unCLIP
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how much storage are your models taking up of your hard drive?
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.
- I have a vae and safetensors file from huggingtree, how can I prune it to reduce it's size?
What are some alternatives?
swift-diffusion
stable-diffusion-webui-model-toolkit - A Multipurpose toolkit for managing, editing and creating models.
diffusionbee-stable-diffusion-ui - Diffusion Bee
Safe-and-Stable-Ckpt2Safetensors-Conversion-Tool-GUI - Convert your Stable Diffusion checkpoints quickly and easily.
safer_unpickle
Stable-Diffusion-Pickle-Scanner-GUI - Pickle Scanner GUI
stable-diffusion-webui-model-toolkit - A Multipurpose toolkit for managing, editing and creating models. [Moved to: https://github.com/arenasys/stable-diffusion-webui-model-toolkit]
stable-diffusion-webui - Stable Diffusion web UI
civitai - A repository of models, textual inversions, and more