Update "Download and deploy ELSER" snippet with adaptive allocations (#2878) (#2880)

mergify[bot] · leemthompo · web-flow · commit 29a10ed6ab66 · 2024-11-27T12:14:16.000+01:00
(cherry picked from commit 5740148) 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
@@ -124,14 +124,19 @@ PUT _inference/sparse_embedding/my-elser-model
 {
   "service": "elasticsearch",
   "service_settings": {
-    "num_allocations": 1,
+    "adaptive_allocations": {
+      "enabled": true,
+      "min_number_of_allocations": 1,
+      "max_number_of_allocations": 10
+    },
     "num_threads": 1,
     "model_id": ".elser_model_2_linux-x86_64"
   }
 }
 ----------------------------------
 --
 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
`@@ -124,14 +124,19 @@ PUT _inference/sparse_embedding/my-elser-model`
`124`	`124`	`{`
`125`	`125`	`"service": "elasticsearch",`
`126`	`126`	`"service_settings": {`
`127`		`- "num_allocations": 1,`
	`127`	`+ "adaptive_allocations": {`
	`128`	`+ "enabled": true,`
	`129`	`+ "min_number_of_allocations": 1,`
	`130`	`+ "max_number_of_allocations": 10`
	`131`	`+ },`
`128`	`132`	`"num_threads": 1,`
`129`	`133`	`"model_id": ".elser_model_2_linux-x86_64"`
`130`	`134`	`}`
`131`	`135`	`}`
`132`	`136`	`----------------------------------`
`133`	`137`	`--`
`134`	`138`	`The API request automatically initiates the model download and then deploy the model.`
	`139`	`+This example uses <<ml-nlp-auto-scale,autoscaling>> through adaptive allocation.`
`135`	`140`
`136`	`141`	`Refer to the {ref}/infer-service-elser.html[ELSER {infer} service documentation] to learn more about the available settings.`
`137`	`142`