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Pickle files are probably still useful saving exploratory work, collaborating inside a company, and use inside a pipeline.

Safetensors is supposed to be the successor for distribution. I believe that it's the "safe" subset of pickle's data format.



The safetensors file format is a header length, JSON header, and serialized tensor weights. [1]

[1] https://github.com/huggingface/safetensors




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