feat: make onnx export a function - #347
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This PR makes the ONNX export we offered a part of the model2vec package. I added extra things to the onnx extra to support new torch versions and made the script work on an in-memory version of a model, not one stored on disk.
This writes an onnx model to disk, which can then be uploaded to Hugging Face manually and used wherever. I chose to write some additional config options which were needed by fastembed. Most of these are not necessary, which I reported here.