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Safetensors

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Jun 20 14:26
Editor
Editor
Seonglae ChoSeonglae Cho
Edited
Edited
2025 Feb 16 19:8
Refs
Refs
HuggingFace
safetensors
huggingface • Updated 2023 Jul 27 11:6

for numerical stability

  • load is faster than .pt file because this library avoids unnecessary copies by mapping
  • no arbitrary code can be put into it.
매우 긴 시퀀스는 수치안정성 문제 있는데 그래서
Sequential Data
처리 작업에서 유용
softmax 함수를 계산할 때 입력값의 최댓값을 빼고 지수 함수를 계산하여 정규화함
Pytorch, Numpy, Tensorflow, Flax 지원

From

  • HuggingFace
  • EleutherAI
  • Stability AI
 
 
 
🐶Safetensors audited as really safe and becoming the default
Audit shows that safetensors is safe and ready to become the default Hugging Face, in close collaboration with EleutherAI and Stability AI, has ordered an external security audit of the safetensors library, the results of which allow all three organizations to move toward making the library the default format for saved models. The full results of the security audit, performed by Trail of Bits, can be found here: Report. The following blog post explains the origins of the library, why these audit results are important, and the next steps.
🐶Safetensors audited as really safe and becoming the default
https://blog.eleuther.ai/safetensors-security-audit/
🐶Safetensors audited as really safe and becoming the default
 
 

Backlinks

EleutherAI

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Safetensors
Copyright Seonglae Cho