Update README.md

README.md

@@ -19,3 +19,25 @@ Results will be updated soon.
 |--------------------------------------|-------|-----------|---------|------------|------------|--------|
 | **luxia-21.4b-alignment-v1.2**       | 77.73 |   90.86   | 67.86   | 79.16      | 86.27      | 66.94  |
 
+# **Usage Instructions**
+
+### **How to use**
+```python
+# pip install transformers==4.35.2
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("saltlux/luxia-21.4b-alignment-v1.2")
+model = AutoModelForCausalLM.from_pretrained(
+    "saltlux/luxia-21.4b-alignment-v1.2",
+    device_map="auto",
+    torch_dtype=torch.bfloat16,
+)
+```
+
+### **License**
+- [saltlux/luxia-21.4b-alignment-v1.2](https://huggingface.co/saltlux/luxia-21.4b-alignment-v1.2): apache-2.0
+
+
+### **Contact Us** ###
+Any questions and suggestions are welcomed at the discussion tab.