Update README.md

README.md

@@ -27,9 +27,10 @@ Introducing **MachineLearningLM** 🧪📊 — a model continuously pretrained o
 
 ## evaluation and validation
 
-We have developed an automated evaluation framework — simply configure the parameters to easily perform validation and evaluation. The code is now open-sourced at our GitHub.
+We have developed an automated evaluation framework — simply configure the parameters to easily perform validation and evaluation. 
+**The code is now open-sourced at our GitHub.**
 
-### **Quick Start**
+**Quick Start**
 
 ```bash
 pip install -r requirements.txt
@@ -38,6 +39,11 @@ python ./src/evaluation/model_pred/dl_model_pred.py \
   --output_dir ./demo_output.jsonl \
   --model_name MachineLearningLM/MachineLearningLM-7B-v1
 ```
-
+**Automated pipeline**
+```bash
+# modify the evaluate_parameters.sh file
+source evaluate_parameters.sh
+./scripts/evaluate_pipeline.sh
+```
 For more usage details, please visit our GitHub.