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import new third party models into elastic #574

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shreya0685711 opened this issue Aug 2, 2023 · 4 comments
Open

import new third party models into elastic #574

shreya0685711 opened this issue Aug 2, 2023 · 4 comments
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topic:ml Issue or PR about eland.ml.MLModel

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@shreya0685711
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Hi, Is there a way we can import other third party models not in the given list ?

@davidkyle davidkyle added the topic:NLP Issue or PR about NLP model support and eland_import_hub_model label Aug 4, 2023
@davidkyle
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Hi @shreya0685711

By the given list I assume you mean this list https://www.elastic.co/guide/en/machine-learning/master/ml-nlp-model-ref.html

That list is by no means comprehensive, it is a list of suggested models that are known to work. There are many other compatible models (for example most BERT based models) that are not on that list.

Do you have a specific model in mind? Why not try uploading the model and if fails then open an issue here.

@shreya0685711
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hi @davidkyle, for example we tried importing the sklearn.IsolationForest and got the error "not currenlty implemented"
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@huchengzejustin
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Hi @davidkyle

Is there a size limit for the pre-trained models that can be uploaded with the eland_import_hub_model script?

@davidkyle
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@shreya0685711

we tried importing the sklearn.IsolationForest and got the error "not currenlty implemented"

If you would like to import this type of model please open another issue in this repository as an enhancement request. The title can be "Enhancement Request: Support importing sklearn.IsolationForest" then other people can find the issue.

Is there a size limit for the pre-trained models that can be uploaded with the eland_import_hub_model script?

No there isn't a size limit. Have you hit an issue uploading a large model?

@davidkyle davidkyle added topic:ml Issue or PR about eland.ml.MLModel and removed topic:NLP Issue or PR about NLP model support and eland_import_hub_model labels Oct 10, 2023
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