Update README.md

README.md

@@ -7,8 +7,24 @@ tags:
 - moe
 - biology
 - medical
+- MoE
 ---
 
+## How to use it
+
+```python
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+pipe = pipeline("text-generation", model="MaziyarPanahi/Bioxtral-4x7B-v0.1")
+
+# Load model directly
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/Bioxtral-4x7B-v0.1")
+model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/Bioxtral-4x7B-v0.1")
+```
+
 
 ## Quantized mode