|
# What is safetensors ? |
|
|
|
[safetensors](https: |
|
from the classic `.bin` which uses Pytorch which uses pickle. |
|
|
|
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. |
|
|
|
`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. |
|
|
|
# Why use safetensors ? |
|
|
|
**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. |
|
|
|
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. |
|
|