[8.17] Update "Download and deploy ELSER" snippet with adaptive allocations (backport #2878) (#2879)

mergify[bot] · leemthompo · web-flow · commit 55aaa7ae0485 · 2024-12-09T09:00:08.000+01:00
* Update "Download and deploy ELSER" snippet with adaptive allocations (#2878) (cherry picked from commit 5740148) # Conflicts: # docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc * Update docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc * Update docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc --------- Co-authored-by: Liam Thompson <32779855+leemthompo@users.noreply.github.com>
diff --git a/docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc b/docs/en/stack/ml/nlp/ml-nlp-elser.asciidoc
@@ -124,13 +124,18 @@ PUT _inference/sparse_embedding/my-elser-model
 {
   "service": "elser",
   "service_settings": {
-    "num_allocations": 1,
-    "num_threads": 1
+    "adaptive_allocations": {
+      "enabled": true,
+      "min_number_of_allocations": 1,
+      "max_number_of_allocations": 10
+    },
+    "num_threads": 1,
   }
 }
 ----------------------------------
 --
 The API request automatically initiates the model download and then deploy the model.
+This example uses <<ml-nlp-auto-scale,autoscaling>> through adaptive allocation.
 
 Refer to the {ref}/infer-service-elser.html[ELSER {infer} service documentation] to learn more about the available settings.
 

Original file line number	Diff line number	Diff line change
`@@ -124,13 +124,18 @@ PUT _inference/sparse_embedding/my-elser-model`
`124`	`124`	`{`
`125`	`125`	`"service": "elser",`
`126`	`126`	`"service_settings": {`
`127`		`- "num_allocations": 1,`
`128`		`- "num_threads": 1`
	`127`	`+ "adaptive_allocations": {`
	`128`	`+ "enabled": true,`
	`129`	`+ "min_number_of_allocations": 1,`
	`130`	`+ "max_number_of_allocations": 10`
	`131`	`+ },`
	`132`	`+ "num_threads": 1,`
`129`	`133`	`}`
`130`	`134`	`}`
`131`	`135`	`----------------------------------`
`132`	`136`	`--`
`133`	`137`	`The API request automatically initiates the model download and then deploy the model.`
	`138`	`+This example uses <<ml-nlp-auto-scale,autoscaling>> through adaptive allocation.`
`134`	`139`
`135`	`140`	`Refer to the {ref}/infer-service-elser.html[ELSER {infer} service documentation] to learn more about the available settings.`
`136`	`141`