Add new SentenceTransformer model.

README.md

@@ -30,7 +30,7 @@ Using this model becomes easy when you have [LightEmbed](https://pypi.org/projec
 pip install -U light-embed
 ```
 
-Then you can use the model like this:
+Then you can use the model using the original model name like this:
 
 ```python
 from light_embed import TextEmbedding
@@ -41,6 +41,17 @@ embeddings = model.encode(sentences)
 print(embeddings)
 ```
 
+Then you can use the model using onnx model name like this:
+
+```python
+from light_embed import TextEmbedding
+sentences = ["This is an example sentence", "Each sentence is converted"]
+
+model = TextEmbedding('sbert-all-MiniLM-L6-v2-onnx')
+embeddings = model.encode(sentences)
+print(embeddings)
+```
+
 ## Citing & Authors
 
 Binh Nguyen / [email protected]