Adding ONNX Support to ALBERT Token and Sequence Classification and Question Answering annotators #13956
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SPARKNLP-892 Adding ONNX support for AlbertSequenceClassification SPARKNLP-893 Adding ONNX support for AlbertTokenClassification
SPARKNLP-892 Adding ONNX support for AlbertSequenceClassification SPARKNLP-893 Adding ONNX support for AlbertTokenClassification
danilojsl
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new-feature
maziyarpanahi
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maziyarpanahi
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Sep 7, 2023
maziyarpanahi
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master
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release/511-release-candidate
maziyarpanahi
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Sep 11, 2023
…date * [SPARKNLP-906] Fix reading suffix (#13945) * Sparknlp 888 Add ONNX support to MPNet embeddings (#13955) * adding onxx support to mpnet * remove name in test * updating default name for mpnet models in scala and python * updating default model name * Adding ONNX Support to ALBERT Token and Sequence Classification and Question Answering annotators (#13956) * SPARKNLP-891 Adding ONNX support for AlbertQuestionAnswering SPARKNLP-892 Adding ONNX support for AlbertSequenceClassification SPARKNLP-893 Adding ONNX support for AlbertTokenClassification * SPARKNLP-891 Adding ONNX support for AlbertQuestionAnswering SPARKNLP-892 Adding ONNX support for AlbertSequenceClassification SPARKNLP-893 Adding ONNX support for AlbertTokenClassification * SPARKNLP-884 Enabling getVectors method to get word vectors as spark dataframe (#13957) * [SPARKNLP-890] ONNX E5 MPnet example (#13958) * Bump version to 5.1.1 * [SPARKNLP-891] [SPARKNLP-892] [SPARKNLP-893] Adding docs for ONNX support in AlbertXXX * Fix misspelling [skip test] * Fixing onnx saving path bug (#13959) * fixing onnx write issue on windows * fixing indentation * fixing formatting * fixing formatting * final formatting fix * Fix onnx saving bug --------- Co-authored-by: Devin Ha <t.ha@tu-berlin.de> Co-authored-by: Maziyar Panahi <maziyar.panahi@iscpif.fr> --------- Co-authored-by: Devin Ha <33089471+DevinTDHa@users.noreply.github.com> Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com> Co-authored-by: Danilo Burbano <37355249+danilojsl@users.noreply.github.com> Co-authored-by: Danilo Burbano <danilo@johnsnowlabs.com> Co-authored-by: Devin Ha <t.ha@tu-berlin.de>
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Description
This PR adds ONNX Support for:
Motivation and Context
Adding ONNX support for faster inference
How Has This Been Tested?
Screenshots (if appropriate):
Types of changes
Checklist: