[ML] add support for xlm_roberta tokenized models #94089
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Hi @benwtrent, I've created a changelog YAML for you. |
…rent/elasticsearch into feature/ml-add-xlm-roberta-support
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davidkyle
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szabosteve
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Jun 7, 2023
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Thanks for writing the docs for these changes! LGTM!
I've added xlm_roberta to the list of tokenization values via f0748b8, hope you don't mind.
davidkyle
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Jun 13, 2023
...re/src/main/java/org/elasticsearch/xpack/core/ml/action/PutTrainedModelVocabularyAction.java
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| } | ||
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| @Override | ||
| public ActionRequestValidationException validate() { | ||
| ActionRequestValidationException validationException = null; | ||
| if (vocabulary.isEmpty()) { | ||
| validationException = addValidationError("[vocabulary] must not be empty", validationException); | ||
| } else { | ||
| if (scores.isEmpty() == false && scores.size() != vocabulary.size()) { |
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| if (scores.isEmpty() == false && scores.size() != vocabulary.size()) { | |
| if (scores.size() != vocabulary.size()) { |
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benwtrent
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Many multi-lingual and newer models use a tokenization scheme similar to sentence-piece. This PR adds support for one of those tokenization schemes, XLMRoBERTa. The main changes are: - Support for xlm_roberta tokenization configuration - Adding `scores` to the vocabulary document stored, requiring that scores be the same size as the vocabulary - Adding a new flat text file to resources that is the spm char normalizer.
benwtrent
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Jun 14, 2023
This allows XLMRoberta models to be uploaded to Elasticsearch. blocked by: elastic/elasticsearch#94089
picandocodigo
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This allows XLMRoberta models to be uploaded to Elasticsearch. blocked by: elastic/elasticsearch#94089
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Many multi-lingual and newer models use a tokenization scheme similar to sentence-piece. This PR adds support for one of those tokenization schemes, XLMRoBERTa.
The main changes are:
scoresto the vocabulary document stored, requiring that scores be the same size as the vocabulary