Update README.md

README.md

@@ -2636,11 +2636,12 @@ This makes our model useful for a range of use cases, especially when processing
 This model has 33 million parameters, which enables lightning-fast and memory efficient inference, while still delivering impressive performance.
 Additionally, we provide the following embedding models:
 
-- [`jina-embeddings-v2-small-en`](https://huggingface.co/jinaai/jina-embeddings-v2-small-en): 33 million parameters **(you are here)**.
+- [`jina-embeddings-v2-small-en`](https://huggingface.co/jinaai/jina-embeddings-v2-small-en): 33 million parameters.
 - [`jina-embeddings-v2-base-en`](https://huggingface.co/jinaai/jina-embeddings-v2-base-en): 137 million parameters.
 - [`jina-embeddings-v2-base-zh`](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh): 161 million parameters Chinese-English Bilingual embeddings.
 - [`jina-embeddings-v2-base-de`](https://huggingface.co/jinaai/jina-embeddings-v2-base-de): 161 million parameters German-English Bilingual embeddings.
 - [`jina-embeddings-v2-base-es`](): Spanish-English Bilingual embeddings (soon).
+- [`jina-embeddings-v2-base-code`](https://huggingface.co/jinaai/jina-embeddings-v2-base-code): 161 million parameters code embeddings.
 
 ## Data & Parameters