diff --git a/docs/models/embeddinggemma/index.md b/docs/models/embeddinggemma/index.md
index 5fcb391..5ce7bd2 100644
--- a/docs/models/embeddinggemma/index.md
+++ b/docs/models/embeddinggemma/index.md
@@ -48,7 +48,7 @@ EmbeddingGemma 2 introduces major improvements over EmbeddingGemma:
 - **Extended context length** : Supports up to **8,192 tokens** for text and source code across over 100 languages.
 
 !!! tip
-    **Tip:** Deploy EmbeddingGemma 2 with Gemma 4 E2B to build contextually relevant mobile-first Retrieval Augmented Generation (RAG) pipelines and chatbots. See our [quickstart RAG notebook](https://github.com/google-gemma/cookbook/blob/main/tutorials/RAG_with_EmbeddingGemma.ipynb){ data-model="embeddinggemma-2" } to get started.
+    Deploy EmbeddingGemma 2 with Gemma 4 E2B to build contextually relevant mobile-first Retrieval Augmented Generation (RAG) pipelines and chatbots. See our [quickstart RAG notebook](https://github.com/google-gemma/cookbook/blob/main/tutorials/RAG_with_EmbeddingGemma.ipynb){ data-model="embeddinggemma-2" } to get started.
 
 ## Previous Versions
 
diff --git a/docs/models/embeddinggemma/model-card-v2.md b/docs/models/embeddinggemma/model-card-v2.md
index 78f4bfe..cb69b36 100644
--- a/docs/models/embeddinggemma/model-card-v2.md
+++ b/docs/models/embeddinggemma/model-card-v2.md
@@ -33,8 +33,9 @@ EmbeddingGemma 2 builds upon the architectural and capability advancements of Ge
 
 ### Model Overview
 
-| Parameters | Total | 740M |
+| | | |
 |---|---|---|
+| **Parameters** | **Total** | 740M |
 | | **Backbone** | 130M |
 | | **Embedder** | 140M |
 | | **Modality Encoders** | *Vision:* 170M *Audio:* 300M |