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[DOCS] Fixes adaptive_allocations examples #113248

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Sep 20, 2024
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[DOCS] Fixes adaptive_allocations examples #113248

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[DOCS] Fixes adaptive_allocations examples.
szabosteve Sep 20, 2024
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1 change: 1 addition & 0 deletions docs/reference/inference/service-elasticsearch.asciidoc
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Expand Up @@ -179,6 +179,7 @@ PUT _inference/text_embedding/my-e5-model
"min_number_of_allocations": 3,
"max_number_of_allocations": 10
},
"num_threads": 1
"model_id": ".multilingual-e5-small"
}
}
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3 changes: 2 additions & 1 deletion docs/reference/inference/service-elser.asciidoc
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Expand Up @@ -147,7 +147,8 @@ PUT _inference/sparse_embedding/my-elser-model
"enabled": true,
"min_number_of_allocations": 3,
"max_number_of_allocations": 10
}
},
"num_threads": 1
}
}
------------------------------------------------------------
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3 changes: 2 additions & 1 deletion docs/reference/ml/trained-models/apis/update-trained-model-deployment.asciidoc
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Expand Up @@ -119,7 +119,8 @@ POST _ml/trained_models/elastic__distilbert-base-uncased-finetuned-conll03-engli
"enabled": true,
"min_number_of_allocations": 3,
"max_number_of_allocations": 10
}
},
"num_threads": 1
}
--------------------------------------------------
// TEST[skip:TBD]
8 changes: 7 additions & 1 deletion docs/reference/search/search-your-data/semantic-search-semantic-text.asciidoc
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Expand Up @@ -36,7 +36,11 @@ PUT _inference/sparse_embedding/my-elser-endpoint <1>
{
"service": "elser", <2>
"service_settings": {
"num_allocations": 1,
"adaptive_allocations": { <3>
"enabled": true,
"min_number_of_allocations": 3,
"max_number_of_allocations": 10
},
"num_threads": 1
}
}
Expand All @@ -46,6 +50,8 @@ PUT _inference/sparse_embedding/my-elser-endpoint <1>
be used and ELSER creates sparse vectors. The `inference_id` is
`my-elser-endpoint`.
<2> The `elser` service is used in this example.
<3> This setting enables and configures {ml-docs}/ml-nlp-elser.html#elser-adaptive-allocations[adaptive allocations].
Adaptive allocations make it possible for ELSER to automatically scale up or down resources based on the current load on the process.

[NOTE]
====
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