diff --git a/.scripts/bk-render-jinja2 b/.scripts/bk-render-jinja2
index 9fe8cc1..197d86a 100755
--- a/.scripts/bk-render-jinja2
+++ b/.scripts/bk-render-jinja2
@@ -74,6 +74,7 @@ def render_mdbook(content):
     rendered = template.render(
         BK_REPO=BK_REPO,
         MDBOOK_VIEW=True,
+        ON_ARGOLIS=False,
         PROJECT_ID="<PROJECT_ID>",
         PROJECT_NUMBER="<PROJECT_NUMBER>",
         REGION="us-central1",
@@ -90,6 +91,7 @@ def render_tutorial(content):
 
     rendered = template.render(
         MDBOOK_VIEW=False,
+        ON_ARGOLIS=(os.getenv("GCP_USERNAME") or "").endswith("altostrat.com"),
         PROJECT_ID=os.getenv("PROJECT_ID"),
         PROJECT_NUMBER=os.getenv("PROJECT_NUMBER"),
         REGION=os.getenv("REGION"),
diff --git a/docs/labs/2_data_ingestion.md b/docs/labs/2_data_ingestion.md
index 2fb8dd9..1c7c5d0 100644
--- a/docs/labs/2_data_ingestion.md
+++ b/docs/labs/2_data_ingestion.md
@@ -233,6 +233,11 @@ gsutil cp spark-3.3-bigquery-0.37.0.jar gs://${PROJECT_ID}-bucket/jar/spark-3.3-
 
 Open <walkthrough-editor-select-line filePath="src/data_ingestion/import_parquet_to_bigquery.py" startLine="4" endLine="4" startCharacterOffset="14" endCharacterOffset="31">import_parquet_to_bigquery.py</walkthrough-editor-select-line> in the Cloud Shell editor and replace the project id with your project id `{{ PROJECT_ID }}`. Don't forget to save.
 
+{% if ON_ARGOLIS %}
+❗ You are on Argolis. The next command requires to disable the 
+`constraints/compute.requireOsLogin` constraint for your project in IAM.
+{% endif %}
+
 Execute it:
 ```bash
 gcloud dataproc batches submit pyspark src/data_ingestion/import_parquet_to_bigquery.py \
diff --git a/src/dataform/definitions/models/llm_model_connection.sqlx b/src/dataform/definitions/models/llm_model_connection.sqlx
index 950d341..5634901 100644
--- a/src/dataform/definitions/models/llm_model_connection.sqlx
+++ b/src/dataform/definitions/models/llm_model_connection.sqlx
@@ -14,4 +14,4 @@ config {
 
 CREATE OR REPLACE MODEL ulb_fraud_detection_llm.ulb_fraud_detection_llm_model
   REMOTE WITH CONNECTION `us.llm-connection`
-  OPTIONS (ENDPOINT = 'gemini-pro');
+  OPTIONS (ENDPOINT = 'gemini-2.0-flash');