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Convert model weights to safetensors format #308

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cau-git opened this issue Nov 11, 2024 · 3 comments
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Convert model weights to safetensors format #308

cau-git opened this issue Nov 11, 2024 · 3 comments
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enhancement New feature or request

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@cau-git
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cau-git commented Nov 11, 2024 •
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We want to move from pickled objects saved by torch or torch.jit to safetensors format for the weights of docling-ibm-models. This has various advantages, such as better security, and also acts as a pre-requisite to achieve proper accelerator support across all models.
@cau-git cau-git added the enhancement New feature or request label Nov 11, 2024
@cau-git cau-git mentioned this issue Nov 11, 2024
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@nikos-livathinos nikos-livathinos self-assigned this Nov 11, 2024
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cau-git commented Nov 25, 2024

There is work-in-progess on this PR: DS4SD/docling-ibm-models#50

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Looking forward to this one! I'm working on a txtai integration for docling and the biggest downside is speed. For some PDFs that are a couple pages it takes 14s to extract vs 200ms with existing methods (Apache Tika). Obviously, the upside is all the formatting being preserved. But if 14s could go down to a couple seconds even it would be a big win.

@nikos-livathinos nikos-livathinos mentioned this issue Dec 4, 2024
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Docling v2.12.0 has its models in safetensors format: https://github.com/DS4SD/docling/releases/tag/v2.12.0

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