diff --git a/infra/helm/stonks-oracle/values-beta.yaml b/infra/helm/stonks-oracle/values-beta.yaml
index 7471bc1..1a1678e 100644
--- a/infra/helm/stonks-oracle/values-beta.yaml
+++ b/infra/helm/stonks-oracle/values-beta.yaml
@@ -40,9 +40,9 @@ config:
   BROKER_MODE: "paper"
   BROKER_PROVIDER: "alpaca"
   OLLAMA_BASE_URL: "http://10.1.1.12:2701"
-  OLLAMA_MODEL: "qwen3.5:9b-fast"
-  VLLM_BASE_URL: "http://10.1.1.12:2701"
-  VLLM_MODEL: "AxionML/Qwen3.5-9B-NVFP4"
+  OLLAMA_MODEL: "qwen3.5:4b-fast"
+  VLLM_BASE_URL: "http://192.168.42.254:2701"
+  VLLM_MODEL: "numind/NuExtract3"
   VLLM_TIMEOUT: "120"
   VLLM_MAX_RETRIES: "2"
   VLLM_TEMPERATURE: "0.7"
diff --git a/infra/helm/stonks-oracle/values-paper.yaml b/infra/helm/stonks-oracle/values-paper.yaml
index 6f13e7a..0040f76 100644
--- a/infra/helm/stonks-oracle/values-paper.yaml
+++ b/infra/helm/stonks-oracle/values-paper.yaml
@@ -17,6 +17,9 @@ config:
   DEPLOY_STAGE: "paper"
   POSTGRES_USER: "stonks_paper"
   OLLAMA_BASE_URL: "http://10.1.1.12:2701"
+  OLLAMA_MODEL: "qwen3.5:4b-fast"
+  VLLM_BASE_URL: "http://192.168.42.254:2701"
+  VLLM_MODEL: "numind/NuExtract3"
   MARKET_DATA_BASE_URL: "https://api.polygon.io"
 
 ## Secrets — all credentials for the paper stage
diff --git a/infra/helm/stonks-oracle/values.yaml b/infra/helm/stonks-oracle/values.yaml
index ca8150b..ee1c429 100644
--- a/infra/helm/stonks-oracle/values.yaml
+++ b/infra/helm/stonks-oracle/values.yaml
@@ -186,14 +186,14 @@ config:
   MINIO_ENDPOINT: "minio.minio-service.svc.cluster.local:80"
   MINIO_SECURE: "false"
   OLLAMA_BASE_URL: "http://10.1.1.12:2701"
-  OLLAMA_MODEL: "qwen3.5:9b-fast"
+  OLLAMA_MODEL: "qwen3.5:4b-fast"
   OLLAMA_TIMEOUT: "240"
   OLLAMA_MAX_RETRIES: "2"
   OLLAMA_RETRY_BASE_DELAY: "1.0"
   OLLAMA_RETRY_MAX_DELAY: "10.0"
   OLLAMA_RETRY_BACKOFF_MULTIPLIER: "2.0"
-  VLLM_BASE_URL: "http://10.1.1.12:2701"
-  VLLM_MODEL: "qwen3.5:9b-fast"
+  VLLM_BASE_URL: "http://192.168.42.254:2701"
+  VLLM_MODEL: "numind/NuExtract3"
   VLLM_TIMEOUT: "120"
   VLLM_MAX_RETRIES: "2"
   VLLM_TEMPERATURE: "0.7"