diff --git a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/proxy/DockerModelRunnerWithOpenAiChatModelIT.java b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/proxy/DockerModelRunnerWithOpenAiChatModelIT.java
index 5533e4185ca..b315e06bd72 100644
--- a/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/proxy/DockerModelRunnerWithOpenAiChatModelIT.java
+++ b/models/spring-ai-openai/src/test/java/org/springframework/ai/openai/chat/proxy/DockerModelRunnerWithOpenAiChatModelIT.java
@@ -29,7 +29,7 @@
 import org.junit.jupiter.api.Test;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
-import org.testcontainers.containers.SocatContainer;
+import org.testcontainers.containers.DockerModelRunnerContainer;
 import org.testcontainers.junit.jupiter.Container;
 import org.testcontainers.junit.jupiter.Testcontainers;
 import reactor.core.publisher.Flux;
@@ -69,7 +69,8 @@
  */
 @Testcontainers
 @SpringBootTest(classes = DockerModelRunnerWithOpenAiChatModelIT.Config.class)
-@Disabled("Requires Docker Model Runner enabled. See https://docs.docker.com/desktop/features/model-runner/")
+// @Disabled("Requires Docker Model Runner enabled. See
+// https://docs.docker.com/desktop/features/model-runner/")
 class DockerModelRunnerWithOpenAiChatModelIT {
 
 	private static final Logger logger = LoggerFactory.getLogger(DockerModelRunnerWithOpenAiChatModelIT.class);
@@ -77,7 +78,7 @@ class DockerModelRunnerWithOpenAiChatModelIT {
 	private static final String DEFAULT_MODEL = "ai/gemma3:4B-F16";
 
 	@Container
-	private static final SocatContainer socat = new SocatContainer().withTarget(80, "model-runner.docker.internal");
+	private static final DockerModelRunnerContainer DMR = new DockerModelRunnerContainer("alpine/socat:1.7.4.3-r0");
 
 	@Value("classpath:/prompts/system-message.st")
 	private Resource systemResource;
@@ -89,7 +90,7 @@ class DockerModelRunnerWithOpenAiChatModelIT {
 	public static void beforeAll() throws IOException, InterruptedException {
 		logger.info("Start pulling the '" + DEFAULT_MODEL + "' generative ... would take several minutes ...");
 
-		String baseUrl = "http://%s:%d".formatted(socat.getHost(), socat.getMappedPort(80));
+		String baseUrl = "http://%s:%d".formatted(DMR.getHost(), DMR.getMappedPort(80));
 
 		RestAssured.given().baseUri(baseUrl).body("""
 				{
@@ -352,8 +353,7 @@ static class Config {
 
 		@Bean
 		public OpenAiApi chatCompletionApi() {
-			var baseUrl = "http://%s:%d/engines".formatted(socat.getHost(), socat.getMappedPort(80));
-			return OpenAiApi.builder().baseUrl(baseUrl).apiKey("test").build();
+			return OpenAiApi.builder().baseUrl(DMR.getOpenAIEndpoint()).apiKey("test").build();
 		}
 
 		@Bean
diff --git a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/dmr-chat.adoc b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/dmr-chat.adoc
index 4cbdd1de0a3..1f5f7bf5dd3 100644
--- a/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/dmr-chat.adoc
+++ b/spring-ai-docs/src/main/antora/modules/ROOT/pages/api/chat/dmr-chat.adoc
@@ -27,11 +27,11 @@ Option 2:
 [source,java]
 ----
 @Container
-private static final SocatContainer socat = new SocatContainer().withTarget(80, "model-runner.docker.internal");
+private static final DockerModelRunnerContainer DMR = new DockerModelRunnerContainer("alpine/socat:1.7.4.3-r0");
 
 @Bean
 public OpenAiApi chatCompletionApi() {
-	var baseUrl = "http://%s:%d/engines".formatted(socat.getHost(), socat.getMappedPort(80));
+	var baseUrl = DMR.getOpenAIEndpoint();
 	return OpenAiApi.builder().baseUrl(baseUrl).apiKey("test").build();
 }
 ----