Update README.md

README.md

@@ -29,6 +29,27 @@ configs:
   - split: test
     path: data/test-*
 ---
-# Dataset Card for "CodeSearchNet-ruby-qrels"
+Employing the CoIR evaluation framework's dataset version, utilize the code below for assessment:
+```python
+import coir
+from coir.data_loader import get_tasks
+from coir.evaluation import COIR
+from coir.models import YourCustomDEModel
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+model_name = "intfloat/e5-base-v2"
+
+# Load the model
+model = YourCustomDEModel(model_name=model_name)
+
+# Get tasks
+#all task ["codetrans-dl","stackoverflow-qa","apps","codefeedback-mt","codefeedback-st","codetrans-contest","synthetic-
+# text2sql","cosqa","codesearchnet","codesearchnet-ccr"]
+tasks = get_tasks(tasks=["codetrans-dl"])
+
+# Initialize evaluation
+evaluation = COIR(tasks=tasks,batch_size=128)
+
+# Run evaluation
+results = evaluation.run(model, output_folder=f"results/{model_name}")
+print(results)
+```