diff --git a/internal/namespaces/inference/v1beta1/custom_deployment_test.go b/internal/namespaces/inference/v1beta1/custom_deployment_test.go
index 8c643f9da6..f74849c093 100644
--- a/internal/namespaces/inference/v1beta1/custom_deployment_test.go
+++ b/internal/namespaces/inference/v1beta1/custom_deployment_test.go
@@ -12,7 +12,7 @@ func Test_DeploymentCreate(t *testing.T) {
 	//t.Skip("Out of stock")
 	cmds := inference.GetCommands()
 
-	t.Run("Single public endpoint", core.Test(&core.TestConfig{
+	t.Run("Simple deployment", core.Test(&core.TestConfig{
 		Commands:  cmds,
 		Cmd:       "scw inference deployment create node-type=L4 model-name=meta/llama-3-8b-instruct:bf16 accept-eula=true",
 		Check:     core.TestCheckGolden(),
@@ -21,7 +21,7 @@ func Test_DeploymentCreate(t *testing.T) {
 
 	t.Run("Deployment with wait flag", core.Test(&core.TestConfig{
 		Commands:  cmds,
-		Cmd:       "scw inference deployment create model-name=meta/llama-2-7b-chat:fp16 node-type=L4 accept-eula=true -w",
+		Cmd:       "scw inference deployment create node-type=L4 model-name=meta/llama-3-8b-instruct:bf16 accept-eula=true --wait",
 		Check:     core.TestCheckGolden(),
 		AfterFunc: core.ExecAfterCmd("scw inference deployment delete {{ .CmdResult.ID }}"),
 	}))
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.cassette.yaml b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.cassette.yaml
index 62aef6c3ae..dfc846721d 100644
--- a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.cassette.yaml
+++ b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.cassette.yaml
@@ -2,40 +2,28 @@
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 interactions:
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-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"creating", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":0, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":null, "region":"fr-srr"}'
+    body: '{"message":"resource is out of stock","resource":"L4","type":"out_of_stock"}'
     form: {}
     headers:
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       User-Agent:
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-    url: https://agw.stg.fr-par-2.internal.scaleway.com/llm-inference/v1beta1/regions/fr-srr/deployments
+    url: https://api.scaleway.com/llm-inference/v1beta1/regions/fr-par/deployments
     method: POST
   response:
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-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
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-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":null, "region":"fr-srr"}'
+    body: '{"message":"resource is out of stock","resource":"L4","type":"out_of_stock"}'
     headers:
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+      - "76"
       Content-Security-Policy:
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       Content-Type:
       - application/json
       Date:
-      - Tue, 28 May 2024 11:49:47 GMT
+      - Tue, 28 May 2024 14:50:12 GMT
       Server:
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+      - Scaleway API Gateway (fr-par-1;edge01)
       Strict-Transport-Security:
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       X-Content-Type-Options:
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       X-Request-Id:
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-    duration: ""
-- request:
-    body: '{"id":"8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2", "name":"cli-llm-laughing-wescoff",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"ready", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":1, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":"2024-05-28T12:05:22.803542Z", "region":"fr-srr"}'
-    form: {}
-    headers:
-      User-Agent:
-      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
-    url: https://agw.stg.fr-par-2.internal.scaleway.com/llm-inference/v1beta1/regions/fr-srr/deployments/8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2
-    method: GET
-  response:
-    body: '{"id":"8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2", "name":"cli-llm-laughing-wescoff",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"ready", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":1, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":"2024-05-28T12:05:22.803542Z", "region":"fr-srr"}'
-    headers:
-      Content-Length:
-      - "567"
-      Content-Security-Policy:
-      - default-src 'none'; frame-ancestors 'none'
-      Content-Type:
-      - application/json
-      Date:
-      - Tue, 28 May 2024 12:05:24 GMT
-      Server:
-      - Scaleway API Gateway (fr-par-2;edge01)
-      Strict-Transport-Security:
-      - max-age=63072000
-      X-Content-Type-Options:
-      - nosniff
-      X-Frame-Options:
-      - DENY
-      X-Request-Id:
-      - b62bfabd-c11f-4f7e-843d-ae33c7cc172c
-    status: 200 OK
-    code: 200
-    duration: ""
-- request:
-    body: '{"id":"8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2", "name":"cli-llm-laughing-wescoff",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"deleting", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":1, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":"2024-05-28T12:05:24.547141Z", "region":"fr-srr"}'
-    form: {}
-    headers:
-      User-Agent:
-      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
-    url: https://agw.stg.fr-par-2.internal.scaleway.com/llm-inference/v1beta1/regions/fr-srr/deployments/8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2
-    method: DELETE
-  response:
-    body: '{"id":"8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2", "name":"cli-llm-laughing-wescoff",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"deleting", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url":"https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":1, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-2-7b-chat:fp16", "created_at":"2024-05-28T11:49:47.317248Z",
-      "updated_at":"2024-05-28T12:05:24.547141Z", "region":"fr-srr"}'
-    headers:
-      Content-Length:
-      - "570"
-      Content-Security-Policy:
-      - default-src 'none'; frame-ancestors 'none'
-      Content-Type:
-      - application/json
-      Date:
-      - Tue, 28 May 2024 12:05:24 GMT
-      Server:
-      - Scaleway API Gateway (fr-par-2;edge01)
-      Strict-Transport-Security:
-      - max-age=63072000
-      X-Content-Type-Options:
-      - nosniff
-      X-Frame-Options:
-      - DENY
-      X-Request-Id:
-      - b5517fe8-5f65-43e1-8907-e0c63028cdcf
-    status: 200 OK
-    code: 200
+      - 15600d66-c3ad-4e6c-b383-64f6272d4237
+    status: 503 Service Unavailable
+    code: 503
     duration: ""
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.golden b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.golden
index f2d2c20dd7..e7426dd6cd 100644
--- a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.golden
+++ b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-deployment-with-wait-flag.golden
@@ -1,43 +1,14 @@
-🎲🎲🎲 EXIT CODE: 0 🎲🎲🎲
-🟩🟩🟩 STDOUT️ 🟩🟩🟩️
-ID         8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2
-Name       cli-llm-laughing-wescoff
-ProjectID  894cc948-1194-4357-9320-57cefcb7b0e5
-Status     ready
-NodeType   L4
-Size       1
-MinSize    1
-MaxSize    1
-ModelName  meta/llama-2-7b-chat:fp16
-CreatedAt  few seconds ago
-UpdatedAt  few seconds ago
-Region     fr-srr
+🎲🎲🎲 EXIT CODE: 1 🎲🎲🎲
+🟥🟥🟥 STDERR️️ 🟥🟥🟥️
+Resource out of stock 'L4'
 
-Endpoints:
-ID                                    URL                                                                DISABLE AUTH
-49609c7e-e93e-4fc4-b800-0b7a2204f7ac  https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud  false
-🟩🟩🟩 JSON STDOUT 🟩🟩🟩
+Hint:
+Try again later :-)
+🟥🟥🟥 JSON STDERR 🟥🟥🟥
 {
-  "id": "8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2",
-  "name": "cli-llm-laughing-wescoff",
-  "project_id": "894cc948-1194-4357-9320-57cefcb7b0e5",
-  "status": "ready",
-  "tags": [],
-  "node_type": "L4",
-  "endpoints": [
-    {
-      "id": "49609c7e-e93e-4fc4-b800-0b7a2204f7ac",
-      "url": "https://8625d6ae-7e86-4ffc-99b8-f3cedd2a53a2.ifr.fr-srr.scw.cloud",
-      "public_access": {},
-      "disable_auth": false
-    }
-  ],
-  "size": 1,
-  "min_size": 1,
-  "max_size": 1,
-  "error_message": null,
-  "model_name": "meta/llama-2-7b-chat:fp16",
-  "created_at": "1970-01-01T00:00:00.0Z",
-  "updated_at": "1970-01-01T00:00:00.0Z",
-  "region": "fr-srr"
+  "message": "resource out of stock 'L4'",
+  "error": {
+    "resource": "L4"
+  },
+  "hint": "Try again later :-)"
 }
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.cassette.yaml b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.cassette.yaml
new file mode 100644
index 0000000000..1901937901
--- /dev/null
+++ b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.cassette.yaml
@@ -0,0 +1,69 @@
+---
+version: 1
+interactions:
+- request:
+    body: '{"id":"d76467d6-ab64-4a28-be5e-5e4c7c72c826","name":"cli-llm-gallant-euler","project_id":"d3520a52-2c75-4ba0-bda8-82dd087f07f2","status":"creating","tags":[],"node_type":"L4","endpoints":[{"id":"c1e652a2-349e-4be0-86c1-2835f2a8f4bc","url":"https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud","public_access":{},"disable_auth":false}],"size":0,"min_size":1,"max_size":1,"error_message":null,"model_name":"meta/llama-3-8b-instruct:bf16","created_at":"2024-05-28T13:26:57.601436Z","updated_at":null,"region":"fr-par"}'
+    form: {}
+    headers:
+      Content-Type:
+      - application/json
+      User-Agent:
+      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
+    url: https://api.scaleway.com/llm-inference/v1beta1/regions/fr-par/deployments
+    method: POST
+  response:
+    body: '{"id":"d76467d6-ab64-4a28-be5e-5e4c7c72c826","name":"cli-llm-gallant-euler","project_id":"d3520a52-2c75-4ba0-bda8-82dd087f07f2","status":"creating","tags":[],"node_type":"L4","endpoints":[{"id":"c1e652a2-349e-4be0-86c1-2835f2a8f4bc","url":"https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud","public_access":{},"disable_auth":false}],"size":0,"min_size":1,"max_size":1,"error_message":null,"model_name":"meta/llama-3-8b-instruct:bf16","created_at":"2024-05-28T13:26:57.601436Z","updated_at":null,"region":"fr-par"}'
+    headers:
+      Content-Length:
+      - "529"
+      Content-Security-Policy:
+      - default-src 'none'; frame-ancestors 'none'
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 28 May 2024 13:26:57 GMT
+      Server:
+      - Scaleway API Gateway (fr-par-1;edge02)
+      Strict-Transport-Security:
+      - max-age=63072000
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - DENY
+      X-Request-Id:
+      - 07cb539e-e4ad-4252-ab5f-16245230d431
+    status: 200 OK
+    code: 200
+    duration: ""
+- request:
+    body: '{"id":"d76467d6-ab64-4a28-be5e-5e4c7c72c826","name":"cli-llm-gallant-euler","project_id":"d3520a52-2c75-4ba0-bda8-82dd087f07f2","status":"deleting","tags":[],"node_type":"L4","endpoints":[{"id":"c1e652a2-349e-4be0-86c1-2835f2a8f4bc","url":"https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud","public_access":{},"disable_auth":false}],"size":0,"min_size":1,"max_size":1,"error_message":null,"model_name":"meta/llama-3-8b-instruct:bf16","created_at":"2024-05-28T13:26:57.601436Z","updated_at":"2024-05-28T13:26:57.956172Z","region":"fr-par"}'
+    form: {}
+    headers:
+      User-Agent:
+      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
+    url: https://api.scaleway.com/llm-inference/v1beta1/regions/fr-par/deployments/d76467d6-ab64-4a28-be5e-5e4c7c72c826
+    method: DELETE
+  response:
+    body: '{"id":"d76467d6-ab64-4a28-be5e-5e4c7c72c826","name":"cli-llm-gallant-euler","project_id":"d3520a52-2c75-4ba0-bda8-82dd087f07f2","status":"deleting","tags":[],"node_type":"L4","endpoints":[{"id":"c1e652a2-349e-4be0-86c1-2835f2a8f4bc","url":"https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud","public_access":{},"disable_auth":false}],"size":0,"min_size":1,"max_size":1,"error_message":null,"model_name":"meta/llama-3-8b-instruct:bf16","created_at":"2024-05-28T13:26:57.601436Z","updated_at":"2024-05-28T13:26:57.956172Z","region":"fr-par"}'
+    headers:
+      Content-Length:
+      - "554"
+      Content-Security-Policy:
+      - default-src 'none'; frame-ancestors 'none'
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 28 May 2024 13:26:57 GMT
+      Server:
+      - Scaleway API Gateway (fr-par-1;edge02)
+      Strict-Transport-Security:
+      - max-age=63072000
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - DENY
+      X-Request-Id:
+      - 9e7a4132-952b-442c-91ba-328397ea80ea
+    status: 200 OK
+    code: 200
+    duration: ""
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.golden b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.golden
similarity index 56%
rename from internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.golden
rename to internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.golden
index 97fdf4b442..50b2bdbba5 100644
--- a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.golden
+++ b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-simple-deployment.golden
@@ -1,8 +1,8 @@
 🎲🎲🎲 EXIT CODE: 0 🎲🎲🎲
 🟩🟩🟩 STDOUT️ 🟩🟩🟩️
-ID         9880f7f0-ed6a-495c-99fa-d4ff4b80e648
-Name       cli-llm-gifted-liskov
-ProjectID  894cc948-1194-4357-9320-57cefcb7b0e5
+ID         d76467d6-ab64-4a28-be5e-5e4c7c72c826
+Name       cli-llm-gallant-euler
+ProjectID  d3520a52-2c75-4ba0-bda8-82dd087f07f2
 Status     creating
 NodeType   L4
 Size       0
@@ -10,23 +10,23 @@ MinSize    1
 MaxSize    1
 ModelName  meta/llama-3-8b-instruct:bf16
 CreatedAt  few seconds ago
-Region     fr-srr
+Region     fr-par
 
 Endpoints:
 ID                                    URL                                                                DISABLE AUTH
-eefe321d-9a57-4388-bc37-5ecc3b94fb0e  https://9880f7f0-ed6a-495c-99fa-d4ff4b80e648.ifr.fr-srr.scw.cloud  false
+c1e652a2-349e-4be0-86c1-2835f2a8f4bc  https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud  false
 🟩🟩🟩 JSON STDOUT 🟩🟩🟩
 {
-  "id": "9880f7f0-ed6a-495c-99fa-d4ff4b80e648",
-  "name": "cli-llm-gifted-liskov",
-  "project_id": "894cc948-1194-4357-9320-57cefcb7b0e5",
+  "id": "d76467d6-ab64-4a28-be5e-5e4c7c72c826",
+  "name": "cli-llm-gallant-euler",
+  "project_id": "d3520a52-2c75-4ba0-bda8-82dd087f07f2",
   "status": "creating",
   "tags": [],
   "node_type": "L4",
   "endpoints": [
     {
-      "id": "eefe321d-9a57-4388-bc37-5ecc3b94fb0e",
-      "url": "https://9880f7f0-ed6a-495c-99fa-d4ff4b80e648.ifr.fr-srr.scw.cloud",
+      "id": "c1e652a2-349e-4be0-86c1-2835f2a8f4bc",
+      "url": "https://d76467d6-ab64-4a28-be5e-5e4c7c72c826.ifr.fr-par.scw.cloud",
       "public_access": {},
       "disable_auth": false
     }
@@ -38,5 +38,5 @@ eefe321d-9a57-4388-bc37-5ecc3b94fb0e  https://9880f7f0-ed6a-495c-99fa-d4ff4b80e6
   "model_name": "meta/llama-3-8b-instruct:bf16",
   "created_at": "1970-01-01T00:00:00.0Z",
   "updated_at": null,
-  "region": "fr-srr"
+  "region": "fr-par"
 }
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.cassette.yaml b/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.cassette.yaml
deleted file mode 100644
index dcd00ee60e..0000000000
--- a/internal/namespaces/inference/v1beta1/testdata/test-deployment-create-single-public-endpoint.cassette.yaml
+++ /dev/null
@@ -1,93 +0,0 @@
----
-version: 1
-interactions:
-- request:
-    body: '{"id":"9880f7f0-ed6a-495c-99fa-d4ff4b80e648", "name":"cli-llm-gifted-liskov",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"creating", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"eefe321d-9a57-4388-bc37-5ecc3b94fb0e",
-      "url":"https://9880f7f0-ed6a-495c-99fa-d4ff4b80e648.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":0, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-3-8b-instruct:bf16", "created_at":"2024-05-28T11:49:47.320868Z",
-      "updated_at":null, "region":"fr-srr"}'
-    form: {}
-    headers:
-      Content-Type:
-      - application/json
-      User-Agent:
-      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
-    url: https://agw.stg.fr-par-2.internal.scaleway.com/llm-inference/v1beta1/regions/fr-srr/deployments
-    method: POST
-  response:
-    body: '{"id":"9880f7f0-ed6a-495c-99fa-d4ff4b80e648", "name":"cli-llm-gifted-liskov",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"creating", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"eefe321d-9a57-4388-bc37-5ecc3b94fb0e",
-      "url":"https://9880f7f0-ed6a-495c-99fa-d4ff4b80e648.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":0, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-3-8b-instruct:bf16", "created_at":"2024-05-28T11:49:47.320868Z",
-      "updated_at":null, "region":"fr-srr"}'
-    headers:
-      Content-Length:
-      - "546"
-      Content-Security-Policy:
-      - default-src 'none'; frame-ancestors 'none'
-      Content-Type:
-      - application/json
-      Date:
-      - Tue, 28 May 2024 11:49:47 GMT
-      Server:
-      - Scaleway API Gateway (fr-par-2;edge01)
-      Strict-Transport-Security:
-      - max-age=63072000
-      X-Content-Type-Options:
-      - nosniff
-      X-Frame-Options:
-      - DENY
-      X-Request-Id:
-      - cd940fcf-193a-4279-a871-642c12426fa2
-    status: 200 OK
-    code: 200
-    duration: ""
-- request:
-    body: '{"id":"9880f7f0-ed6a-495c-99fa-d4ff4b80e648", "name":"cli-llm-gifted-liskov",
-      "project_id":"894cc948-1194-4357-9320-57cefcb7b0e5", "status":"deleting", "tags":[],
-      "node_type":"L4", "endpoints":[{"id":"eefe321d-9a57-4388-bc37-5ecc3b94fb0e",
-      "url":"https://9880f7f0-ed6a-495c-99fa-d4ff4b80e648.ifr.fr-srr.scw.cloud", "public_access":{},
-      "disable_auth":false}], "size":0, "min_size":1, "max_size":1, "error_message":null,
-      "model_name":"meta/llama-3-8b-instruct:bf16", "created_at":"2024-05-28T11:49:47.320868Z",
-      "updated_at":"2024-05-28T11:49:47.772749Z", "region":"fr-srr"}'
-    form: {}
-    headers:
-      User-Agent:
-      - scaleway-sdk-go/v1.0.0-beta.7+dev (go1.22.2; darwin; amd64) cli-e2e-test
-    url: https://agw.stg.fr-par-2.internal.scaleway.com/llm-inference/v1beta1/regions/fr-srr/deployments/9880f7f0-ed6a-495c-99fa-d4ff4b80e648
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+      7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.","is_public":true,"created_at":"2024-04-16T09:58:13.738943Z","updated_at":"2024-05-28T08:45:34.673546Z","has_eula":true,"provider":"meta","compatible_node_types":["L4","H100"],"quantization_level":"fp8","region":"fr-par"},{"id":"a3d49280-ab4e-4e8b-93a2-dcaa1e79f31f","name":"meta/llama-2-7b-chat:fp16","project_id":"","tags":["chat"],"description":"Efficient
+      7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.","is_public":true,"created_at":"2024-04-16T09:58:13.797677Z","updated_at":"2024-05-28T08:45:34.694130Z","has_eula":true,"provider":"meta","compatible_node_types":["L4","H100"],"quantization_level":"fp16","region":"fr-par"},{"id":"4d834112-ed88-4394-9035-6eea562ec5f5","name":"sentence-transformers/sentence-t5-xxl:fp32","project_id":"","tags":["embedding"],"description":"Model
+      from pre-trained Text-to-Text sentence encode.","is_public":true,"created_at":"2024-05-28T08:45:33.705028Z","updated_at":"2024-05-28T08:45:34.791819Z","has_eula":false,"provider":"sentence-transformers","compatible_node_types":["L4"],"quantization_level":"fp32","region":"fr-par"}],"total_count":10}'
     headers:
       Content-Security-Policy:
       - default-src 'none'; frame-ancestors 'none'
       Content-Type:
       - application/json
       Date:
-      - Tue, 28 May 2024 12:05:24 GMT
+      - Tue, 28 May 2024 13:22:47 GMT
       Server:
-      - Scaleway API Gateway (fr-par-2;edge01)
+      - Scaleway API Gateway (fr-par-1;edge01)
       Strict-Transport-Security:
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       X-Content-Type-Options:
@@ -137,7 +51,7 @@ interactions:
       X-Frame-Options:
       - DENY
       X-Request-Id:
-      - cd31f622-9719-4707-aa1a-c6a399745f15
+      - acc68dbe-2789-49a4-ab33-eea6368741d6
     status: 200 OK
     code: 200
     duration: ""
diff --git a/internal/namespaces/inference/v1beta1/testdata/test-list-model-simple.golden b/internal/namespaces/inference/v1beta1/testdata/test-list-model-simple.golden
index ea05d7ba58..e4577e55e2 100644
--- a/internal/namespaces/inference/v1beta1/testdata/test-list-model-simple.golden
+++ b/internal/namespaces/inference/v1beta1/testdata/test-list-model-simple.golden
@@ -1,21 +1,20 @@
 🎲🎲🎲 EXIT CODE: 0 🎲🎲🎲
 🟩🟩🟩 STDOUT️ 🟩🟩🟩️
 ID                                    Name                                        Provider               Tags
-9fb33bef-b54a-41a9-aae5-6413d868206e  meta/llama-3-8b-instruct:bf16               meta                   [instruct chat]
-161e9d67-179a-494e-a2c7-3eb64765386a  mistral/mixtral-8x7b-instruct-v0.1:fp16     mistral                [instruct]
-075f2d69-0dd3-494c-8c5d-5fe92fae2861  mistral/mixtral-8x7b-instruct-v0.1:int8     mistral                [instruct]
-10d14b72-5d15-4248-9459-7cf7ac11cc74  meta/llama-2-70b-chat:fp16                  meta                   [chat]
-75d9b7f2-50c8-455f-8fbb-17c43722d74c  meta/llama-2-7b-chat:fp16                   meta                   [chat]
-414dbb8d-8c94-4962-b2c3-ead0c1b24328  meta/llama-2-7b-chat:fp8                    meta                   [chat]
-adcd1c5a-947e-4bc3-a3da-0b060810e141  meta/llama-2-70b-chat:fp8                   meta                   [chat]
-31289412-3ac4-4685-bd31-2190e1410bbb  wizardlm/wizardlm-70b-v1.0:fp8              wizardlm               [instruct]
-6fee166f-78b7-4ea4-992f-2748b8160517  wizardlm/wizardlm-70b-v1.0:fp16             wizardlm               [instruct]
-b2fbe0c8-8502-4b67-a712-2c6b9e73dd6c  sentence-transformers/sentence-t5-xxl:fp32  sentence-transformers  [embedding]
-ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8              meta                   [instruct chat]
+6c68b256-ef4a-48d2-a794-9b63b5c6ba5d  meta/llama-3-8b-instruct:bf16               meta                   [instruct chat]
+c55d11d3-f717-4ede-82ac-48a74b84cbf1  mistral/mixtral-8x7b-instruct-v0.1:int8     mistral                [instruct]
+a7db3243-9d6a-4149-9ffb-081e24886d00  mistral/mixtral-8x7b-instruct-v0.1:fp16     mistral                [instruct]
+2cf5427e-1cfd-4e9b-94e9-509e6a6a38a8  meta/llama-2-70b-chat:fp16                  meta                   [chat]
+efbca7c6-9b76-49b2-8789-f89cc6df7eb7  meta/llama-2-70b-chat:fp8                   meta                   [chat]
+3077ebd3-3a5a-47fc-91c2-da8cf6779c56  wizardlm/wizardlm-70b-v1.0:fp16             wizardlm               [instruct]
+729c0386-ddde-4209-ba91-fad5ec47e2bb  wizardlm/wizardlm-70b-v1.0:fp8              wizardlm               [instruct]
+d507757c-9bd8-47d5-87d5-bc8925d8d313  meta/llama-2-7b-chat:fp8                    meta                   [chat]
+a3d49280-ab4e-4e8b-93a2-dcaa1e79f31f  meta/llama-2-7b-chat:fp16                   meta                   [chat]
+4d834112-ed88-4394-9035-6eea562ec5f5  sentence-transformers/sentence-t5-xxl:fp32  sentence-transformers  [embedding]
 🟩🟩🟩 JSON STDOUT 🟩🟩🟩
 [
   {
-    "id": "9fb33bef-b54a-41a9-aae5-6413d868206e",
+    "id": "6c68b256-ef4a-48d2-a794-9b63b5c6ba5d",
     "name": "meta/llama-3-8b-instruct:bf16",
     "project_id": "",
     "provider": "meta",
@@ -27,7 +26,7 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "has_eula": true,
     "created_at": "2024-03-14T00:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
       "L4"
@@ -35,8 +34,8 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "quantization_level": "bf16"
   },
   {
-    "id": "161e9d67-179a-494e-a2c7-3eb64765386a",
-    "name": "mistral/mixtral-8x7b-instruct-v0.1:fp16",
+    "id": "c55d11d3-f717-4ede-82ac-48a74b84cbf1",
+    "name": "mistral/mixtral-8x7b-instruct-v0.1:int8",
     "project_id": "",
     "provider": "mistral",
     "tags": [
@@ -46,16 +45,16 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "has_eula": false,
     "created_at": "2024-03-15T00:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
-      "H100-2"
+      "H100"
     ],
-    "quantization_level": "fp16"
+    "quantization_level": "int8"
   },
   {
-    "id": "075f2d69-0dd3-494c-8c5d-5fe92fae2861",
-    "name": "mistral/mixtral-8x7b-instruct-v0.1:int8",
+    "id": "a7db3243-9d6a-4149-9ffb-081e24886d00",
+    "name": "mistral/mixtral-8x7b-instruct-v0.1:fp16",
     "project_id": "",
     "provider": "mistral",
     "tags": [
@@ -65,15 +64,15 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "has_eula": false,
     "created_at": "2024-03-15T00:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
-      "H100"
+      "H100-2"
     ],
-    "quantization_level": "int8"
+    "quantization_level": "fp16"
   },
   {
-    "id": "10d14b72-5d15-4248-9459-7cf7ac11cc74",
+    "id": "2cf5427e-1cfd-4e9b-94e9-509e6a6a38a8",
     "name": "meta/llama-2-70b-chat:fp16",
     "project_id": "",
     "provider": "meta",
@@ -84,7 +83,7 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "has_eula": true,
     "created_at": "2024-03-15T10:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
       "H100-2"
@@ -92,58 +91,56 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "quantization_level": "fp16"
   },
   {
-    "id": "75d9b7f2-50c8-455f-8fbb-17c43722d74c",
-    "name": "meta/llama-2-7b-chat:fp16",
+    "id": "efbca7c6-9b76-49b2-8789-f89cc6df7eb7",
+    "name": "meta/llama-2-70b-chat:fp8",
     "project_id": "",
     "provider": "meta",
     "tags": [
       "chat"
     ],
-    "description": "Efficient 7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.",
+    "description": "70B-param model by Meta, a powerhouse for creative text generation and complex reasoning.",
     "has_eula": true,
     "created_at": "2024-03-15T10:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
-      "H100",
-      "L4"
+      "H100"
     ],
-    "quantization_level": "fp16"
+    "quantization_level": "fp8"
   },
   {
-    "id": "414dbb8d-8c94-4962-b2c3-ead0c1b24328",
-    "name": "meta/llama-2-7b-chat:fp8",
+    "id": "3077ebd3-3a5a-47fc-91c2-da8cf6779c56",
+    "name": "wizardlm/wizardlm-70b-v1.0:fp16",
     "project_id": "",
-    "provider": "meta",
+    "provider": "wizardlm",
     "tags": [
-      "chat"
+      "instruct"
     ],
-    "description": "Efficient 7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.",
+    "description": "General use 70B-param model based on Llama 2.",
     "has_eula": true,
-    "created_at": "2024-03-15T10:00:00Z",
+    "created_at": "2024-03-15T12:00:00Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
-      "H100",
-      "L4"
+      "H100-2"
     ],
-    "quantization_level": "fp8"
+    "quantization_level": "fp16"
   },
   {
-    "id": "adcd1c5a-947e-4bc3-a3da-0b060810e141",
-    "name": "meta/llama-2-70b-chat:fp8",
+    "id": "729c0386-ddde-4209-ba91-fad5ec47e2bb",
+    "name": "wizardlm/wizardlm-70b-v1.0:fp8",
     "project_id": "",
-    "provider": "meta",
+    "provider": "wizardlm",
     "tags": [
-      "chat"
+      "instruct"
     ],
-    "description": "70B-param model by Meta, a powerhouse for creative text generation and complex reasoning.",
+    "description": "Empowering Large Pre-Trained Language Models to Follow Complex Instructions",
     "has_eula": true,
-    "created_at": "2024-03-15T10:00:00Z",
-    "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "created_at": "2024-03-15T12:00:00Z",
+    "updated_at": null,
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
       "H100"
@@ -151,45 +148,47 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "quantization_level": "fp8"
   },
   {
-    "id": "31289412-3ac4-4685-bd31-2190e1410bbb",
-    "name": "wizardlm/wizardlm-70b-v1.0:fp8",
+    "id": "d507757c-9bd8-47d5-87d5-bc8925d8d313",
+    "name": "meta/llama-2-7b-chat:fp8",
     "project_id": "",
-    "provider": "wizardlm",
+    "provider": "meta",
     "tags": [
-      "instruct"
+      "chat"
     ],
-    "description": "General use 70B-param model based on Llama 2.",
+    "description": "Efficient 7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.",
     "has_eula": true,
-    "created_at": "2024-03-15T12:00:00Z",
-    "updated_at": null,
-    "region": "fr-srr",
+    "created_at": "1970-01-01T00:00:00.0Z",
+    "updated_at": "1970-01-01T00:00:00.0Z",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
+      "L4",
       "H100"
     ],
     "quantization_level": "fp8"
   },
   {
-    "id": "6fee166f-78b7-4ea4-992f-2748b8160517",
-    "name": "wizardlm/wizardlm-70b-v1.0:fp16",
+    "id": "a3d49280-ab4e-4e8b-93a2-dcaa1e79f31f",
+    "name": "meta/llama-2-7b-chat:fp16",
     "project_id": "",
-    "provider": "wizardlm",
+    "provider": "meta",
     "tags": [
-      "instruct"
+      "chat"
     ],
-    "description": "General use 70B-param model based on Llama 2.",
+    "description": "Efficient 7B-param model by Meta, fine-tuned for swift and dynamic chat engagement.",
     "has_eula": true,
-    "created_at": "2024-03-15T12:00:00Z",
+    "created_at": "1970-01-01T00:00:00.0Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
-      "H100-2"
+      "L4",
+      "H100"
     ],
     "quantization_level": "fp16"
   },
   {
-    "id": "b2fbe0c8-8502-4b67-a712-2c6b9e73dd6c",
+    "id": "4d834112-ed88-4394-9035-6eea562ec5f5",
     "name": "sentence-transformers/sentence-t5-xxl:fp32",
     "project_id": "",
     "provider": "sentence-transformers",
@@ -200,31 +199,11 @@ ec59ff4a-5971-4373-958c-c0ed3d6fb179  meta/llama-3-70b-instruct:int8
     "has_eula": false,
     "created_at": "1970-01-01T00:00:00.0Z",
     "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
+    "region": "fr-par",
     "is_public": true,
     "compatible_node_types": [
       "L4"
     ],
     "quantization_level": "fp32"
-  },
-  {
-    "id": "ec59ff4a-5971-4373-958c-c0ed3d6fb179",
-    "name": "meta/llama-3-70b-instruct:int8",
-    "project_id": "",
-    "provider": "meta",
-    "tags": [
-      "instruct",
-      "chat"
-    ],
-    "description": "Latest 70B-param model from Meta, fine-tuned for instruction and automation.",
-    "has_eula": true,
-    "created_at": "1970-01-01T00:00:00.0Z",
-    "updated_at": "1970-01-01T00:00:00.0Z",
-    "region": "fr-srr",
-    "is_public": true,
-    "compatible_node_types": [
-      "H100"
-    ],
-    "quantization_level": "int8"
   }
 ]