Update README.md

README.md

@@ -24,7 +24,22 @@ For more details, including benchmark evaluation, hardware requirements, and inf
 We recommend using ``Transformers 4.47.0.``
 
 ### Sentence Transformers Usage
-
+You can evaluate this model loaded by Sentence Transformers with the following code snippet:
+```python
+import mteb
+from sentence_transformers import SentenceTransformer
+model = SentenceTransformer(
+    "Y-Research-Group/CSR-NV_Embed_v2-Retrieval-SciFACT ",
+    trust_remote_code=True
+)
+model.prompts = {
+    "SciFact-query": "Instrcut: Given a scientific claim, retrieve documents that support or refute the claim\nQuery:"
+}
+task = mteb.get_tasks(tasks=["SciFact"])
+evaluation = mteb.MTEB(tasks=task)
+evaluation.run(model, eval_splits=["test"], output_folder="./results/SciFact", 
+               batch_size=32, show_progress_bar=True)
+```
 
 ## Citation
 ```bibtex