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https://github.com/veldhub/veld_chain__mara_load_and_publish_models

Chain velds for publishing self-trained MARA models to huggingface.
https://github.com/veldhub/veld_chain__mara_load_and_publish_models

nlp spacy spacy-nlp

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Chain velds for publishing self-trained MARA models to huggingface.

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# ![veld chain](https://raw.githubusercontent.com/veldhub/.github/refs/heads/main/images/symbol_V_letter.png) veld_chain__mara_load_and_publish_models

**Experimental Work in progress!**

A chain veld repo for publishing self-trained MARA models to huggingface.

These spacy models were trained with spacy 2.2.4 . But only from 3.* onwards, does
spacy offer a native huggingface integration which converts model metadata into harmonized
huggingface metadata. Spacy 2.* does not offer this and it also does not package into whl formats
which are required by huggingface.

Further work must be invested into bridging this gap, potentially by manually building a whl file
with `build setuptools wheel` and a `pyproject.toml` file.