Update README.md

README.md

@@ -3,3 +3,32 @@ license: cc-by-nc-4.0
 ---
 
 Discription to load and test will be added soon. More details on training and data will be added aswell.
+
+
+### **Loading the Model**
+
+Use the following Python code to load the model:
+
+```python
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("pinkyponky/SOLAR-10.7B-dpo-instruct-tuned-v0.1")
+model = AutoModelForCausalLM.from_pretrained(
+    "Upstage/SOLAR-10.7B-v1.0",
+    device_map="auto",
+    torch_dtype=torch.bfloat16,
+)
+```
+
+### **Generating Text**
+
+To generate text, use the following Python code:
+
+```python
+text = "Hi, my name is "
+inputs = tokenizer(text, return_tensors="pt")
+
+outputs = model.generate(**inputs, max_new_tokens=64)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```