elasticsearch/docs/reference/ml/trained-models/apis
Benjamin Trent 2e8bf33b0a
[ML] allow model_aliases to be used with Pytorch trained models (#91296)
This adds model_alias support for native pytorch models.

Model aliases can be used in `_infer` or within the inference processor. This way the alias can be atomically changed without down time to another deployed model. 

Restrictions:
 - Model alias changes need to be done between two models of the same kind (e.g. pytorch -> pytorch)
 - Model alias change is not allowed between a model that is deployed to a model that is not
 - Model alias change is not allowed between a model that deployed AND allocated to a model that is deployed but NOT allocated (not assigned to any nodes).
 - A deployment cannot be stopped (without supplying the `force` parameter) when the model has a model alias that is used by a pipeline.


closes: https://github.com/elastic/elasticsearch/issues/90960
2022-11-08 08:35:33 -05:00
..
clear-trained-model-deployment-cache.asciidoc [ML] Release native inference functionality as beta (#90418) 2022-09-28 11:09:02 +01:00
delete-trained-models-aliases.asciidoc [DOCS] Move trained model APIs out of dataframe analytics (#81315) 2021-12-03 09:21:09 -08:00
delete-trained-models.asciidoc [DOCS] Move trained model APIs out of dataframe analytics (#81315) 2021-12-03 09:21:09 -08:00
get-trained-models-stats.asciidoc [ML] Low priority trained model deployments (#91234) 2022-11-04 14:22:30 +02:00
get-trained-models.asciidoc [ML] add text_similarity nlp task documentation (#88994) 2022-08-02 12:17:14 -04:00
index.asciidoc [ML] Add api to update trained model deployment number_of_allocations (#90728) 2022-10-12 10:04:23 +03:00
infer-trained-model-deployment.asciidoc [ML] allow model_aliases to be used with Pytorch trained models (#91296) 2022-11-08 08:35:33 -05:00
infer-trained-model.asciidoc [ML] allow model_aliases to be used with Pytorch trained models (#91296) 2022-11-08 08:35:33 -05:00
ml-trained-models-apis.asciidoc [ML] Add api to update trained model deployment number_of_allocations (#90728) 2022-10-12 10:04:23 +03:00
put-trained-model-definition-part.asciidoc [ML] Release native inference functionality as beta (#90418) 2022-09-28 11:09:02 +01:00
put-trained-model-vocabulary.asciidoc [ML] Release native inference functionality as beta (#90418) 2022-09-28 11:09:02 +01:00
put-trained-models-aliases.asciidoc [ML] allow model_aliases to be used with Pytorch trained models (#91296) 2022-11-08 08:35:33 -05:00
put-trained-models.asciidoc [ML] add text_similarity nlp task documentation (#88994) 2022-08-02 12:17:14 -04:00
start-trained-model-deployment.asciidoc [ML] Low priority trained model deployments (#91234) 2022-11-04 14:22:30 +02:00
stop-trained-model-deployment.asciidoc [ML] allow model_aliases to be used with Pytorch trained models (#91296) 2022-11-08 08:35:33 -05:00
update-trained-model-deployment.asciidoc [ML] Add api to update trained model deployment number_of_allocations (#90728) 2022-10-12 10:04:23 +03:00