| # What is safetensors ? |
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| [safetensors](https: |
| from the classic `.bin` which uses Pytorch which uses pickle. |
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| Pickle is notoriously unsafe which allow any malicious file to execute arbitrary code. |
| The hub itself tries to prevent issues from it, but it's not a silver bullet. |
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| `safetensors` first and foremost goal is to make loading machine learning models *safe* |
| in the sense that no takeover of your computer can be done. |
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| # Why use safetensors ? |
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| **Safety** can be one reason, if you're attempting to use a not well known model and |
| you're not sure about the source of the file. |
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| And a secondary reason, is **the speed of loading**. Safetensors can load models much faster |
| than regular pickle files. If you spend a lot of times switching models, this can be |
| a huge timesave. |
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