Update README.md

README.md

@@ -508,3 +508,36 @@ configs:
   - split: queries
     path: ruby-queries/queries-*
 ---
+Employing the MTEB evaluation framework's dataset version, utilize the code below for assessment:
+
+```python
+import mteb
+import logging
+from sentence_transformers import SentenceTransformer
+from mteb import MTEB
+
+logger = logging.getLogger(__name__)
+
+model_name = 'intfloat/e5-base-v2'
+model = SentenceTransformer(model_name)
+tasks = mteb.get_tasks(
+    tasks=[
+        "AppsRetrieval",
+        "CodeFeedbackMT",
+        "CodeFeedbackST",
+        "CodeTransOceanContest",
+        "CodeTransOceanDL",
+        "CosQA",
+        "SyntheticText2SQL",
+        "StackOverflowQA",
+        "COIRCodeSearchNetRetrieval",
+        "CodeSearchNetCCRetrieval",
+    ]
+)
+evaluation = MTEB(tasks=tasks)
+results = evaluation.run(
+    model=model,
+    overwrite_results=True
+)
+print(result)
+```