diff --git a/notebooks/en/structured_generation_vision_language_models.ipynb b/notebooks/en/structured_generation_vision_language_models.ipynb
index 805ca0ab..1548ba9a 100644
--- a/notebooks/en/structured_generation_vision_language_models.ipynb
+++ b/notebooks/en/structured_generation_vision_language_models.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "# Structured Generation from Images or Documents Using Vision Language Models\n",
     "\n",
-    "We will be using the SmolVLM-Instruct model from HuggingFaceTB to extract structured information from documents We will run the VLM using the HuggingFace Transformers library and the [Outlines library](https://github.com/dottxt-ai/outlines), which facilitates structured generation based on limiting token sampling probabilities. \n",
+    "We will be using the SmolVLM-Instruct model from HuggingFaceTB to extract structured information from documents. We will run the VLM using the Hugging Face Transformers library and the [Outlines library](https://github.com/dottxt-ai/outlines), which facilitates structured generation based on limiting token sampling probabilities. \n",
     "\n",
     "> This approach is based on a [Outlines tutorial](https://dottxt-ai.github.io/outlines/latest/cookbook/atomic_caption/).\n",
     "\n",