Commit graph

7 commits

Author SHA1 Message Date
István Zoltán Szabó
b164555072
[DOCS] Adds deployment ID param documentation to trained model APIs (#96174) 2023-05-17 15:56:58 +02:00
David Roberts
6fa3d73fd5
[ML] Make native inference generally available (#92213)
Previously this functionality was beta. This PR changes it to GA.
2022-12-12 15:43:30 +00:00
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
David Roberts
d9ea080d10
[ML] Release native inference functionality as beta (#90418)
Previously this functionality was tech preview (aka experimental).
This PR changes it to beta.
2022-09-28 11:09:02 +01:00
Lisa Cawley
89a3e18e10
[DOCS] Add preview admonition to infer API (#86486) 2022-05-05 13:49:02 -07:00
Lisa Cawley
104efd4343
[DOCS] Minor edits to trained model APIs (#81549) 2022-02-09 13:44:13 -08:00
Lisa Cawley
429bdd9afc
[DOCS] Move trained model APIs out of dataframe analytics (#81315) 2021-12-03 09:21:09 -08:00
Renamed from docs/reference/ml/df-analytics/apis/stop-trained-model-deployment.asciidoc (Browse further)