diff --git a/notebooks/flux.1-image-generation/flux.1-image-generation.ipynb b/notebooks/flux.1-image-generation/flux.1-image-generation.ipynb
index 9a99ca8f067..f4f0010b58d 100644
--- a/notebooks/flux.1-image-generation/flux.1-image-generation.ipynb
+++ b/notebooks/flux.1-image-generation/flux.1-image-generation.ipynb
@@ -403,7 +403,8 @@
    "id": "cab6790e",
    "metadata": {},
    "source": [
-    "`openvino_genai.Text2ImagePipeline` represents inference pipeline for text-to-image generation. For creation pipeline instance, you should provide directory with converted to OpenVINO model and inference device."
+    "`openvino_genai.Text2ImagePipeline` represents inference pipeline for text-to-image generation. For creation pipeline instance, you should provide directory with converted to OpenVINO model and inference device.\n",
+    "> **Note**: When using GPU, the default inference precision is FP16, which can cause image quality degradation (blurry or noisy images) with quantized models."
    ]
   },
   {
@@ -425,7 +426,11 @@
     "\n",
     "model_dir = model_base_dir / \"INT4\" if use_quantized_models.value else model_base_dir / \"FP16\"\n",
     "\n",
-    "ov_pipe = ov_genai.Text2ImagePipeline(model_dir, device=device.value)"
+    "if \"GPU\" in device.value:\n",
+    "    ov_pipe = ov_genai.Text2ImagePipeline(model_dir)\n",
+    "    ov_pipe.compile(device.value, INFERENCE_PRECISION_HINT=\"f32\")\n",
+    "else:\n",
+    "    ov_pipe = ov_genai.Text2ImagePipeline(model_dir, device=device.value)"
    ]
   },
   {